The 9% · Sourced tool directory
Real AI tools, grouped by the business tasks you could use them for. Find an option, read its limits and check the official source.
Provider claims, not independent product tests. Business applications are suggestions, not verified earnings or customer results. How we review sources
Showing 205 of 205 sourced listings
Alphabetical, not rankedSales
Combines account signals with AI models and conversational tools for revenue-team research.
Prepare an account-priority brief that explains the signals behind each choice.
Check first: Intent signals are estimates of interest, not confirmation that an account wants to buy.
Source reviewed
Operations
Combines AI agents and connected-app workflows in one workspace.
Map an internal request-routing process with a human approval step.
Check first: Limit connected-app permissions and test retries before allowing a workflow to change records.
Source reviewed
Customer Support
Provides AI customer service agents that can answer requests and follow configured business processes.
Turn approved support policies into a test set for a customer service team.
Check first: Vendor resolution claims do not establish performance on your own enquiries.
Source reviewed
Design
Provides AI image generation and editing, including object removal, background expansion and upscaling. Firefly Boards supports visual idea exploration.
Prepare moodboards and draft campaign visuals for a designer to refine.
Check first: Review the selected model’s terms and all input rights; this listing does not certify commercial clearance.
Source reviewed
Video
Creates avatar-led videos from scripts and other source material. Its workspace includes dubbing, translation and video editing.
Prepare a narrated training-video draft from an organisation’s approved script.
Check first: Obtain permission for any represented person and have a qualified speaker check translations before release.
Source reviewed
Development
A terminal-based AI pair-programming tool that works with an existing codebase. It includes Git integration and can run configured linters and tests after edits.
Prepare a bounded maintenance patch using an approved model and repository.
Check first: Model access and cost are separate choices, and automatic commits or commands need careful permission and diff review.
Source reviewed
Audio
Generates music in different styles and lets users edit the resulting tracks. It accepts audio or MIDI influences and supports custom style models.
Prepare composition sketches for an approved game or video brief.
Check first: The official page gives different monetisation and ownership permissions by plan, including non-commercial limits on the free plan. Confirm the applicable licence.
Source reviewed
Data Analysis
Provides AI-assisted campaign data analysis and workflow tools aimed at media agencies and data providers.
Help an agency organise a campaign-analysis brief from its authorised reporting data.
Check first: Check attribution assumptions and data completeness before interpreting a campaign finding.
Source reviewed
Audio
Combines AI-assisted podcast editing with recording and audio cleanup. Users can search and edit recordings through a transcript.
Prepare an edited interview episode from approved recordings and a producer’s cut list.
Check first: Verify transcript edits against the audio; the vendor’s editing-time claims were not measured here.
Source reviewed
Research
Uses AI to research company filings, market material and connected internal content with citations.
Prepare a competitor-research brief for an analyst to verify.
Check first: Check content entitlements and read the cited passages before using a conclusion.
Source reviewed
Data Analysis
Connects business data and automates analytical workflows with AI-assisted insights.
Help an analyst document and review a repeatable data preparation workflow.
Check first: Inspect transformations and source quality before using an automated result in a decision.
Source reviewed
Development
Provides code suggestions and inline development assistance in editors and the command line. Its listed tasks include code changes, documentation, testing and upgrades.
Investigate a maintenance task in an approved AWS-oriented codebase.
Check first: The official page schedules IDE plugin support to end on 30 April 2027. Review the migration path before adopting those plugins for a long-lived project.
Source reviewed
Sales
Uses an AI sales agent to research account signals and draft multichannel outreach sequences.
Prepare account-specific message drafts for a salesperson to review.
Check first: Confirm the source and relevance of each signal before approving any message.
Source reviewed
Writing
Combines a marketing-copy editor with brand voice guidance and predicted performance scores. Its content tools use brand context to compare draft variations.
Prepare copy variants for a separately approved marketing test.
Check first: A predicted performance score is not an observed conversion, sale or result for your audience.
Source reviewed
Sales
Combines prospect data, AI research and sales execution tools in a connected go-to-market workspace.
Organise an authorised company prospect list for a salesperson to qualify manually.
Check first: Confirm permitted data use and contact rules before using enrichment or messaging features.
Source reviewed
Sales
An AI CRM with agents for lead research, enrichment and qualification.
Prepare lead briefs for a sales team from approved company information.
Check first: Review qualification rules and permissions before an agent routes or contacts a lead.
Source reviewed
Audio
Separates audio into music, dialogue or individual instrument stems. It also offers lyric transcription and alignment for media production.
Prepare dialogue and music stems for an authorised localisation or editing project.
Check first: Review separation artifacts and transcription errors; rights to the original recording still need to be established.
Source reviewed
Development
Provides coding-agent workflows for tasks such as pull-request preparation and code review. Its current Cosmos platform coordinates steps from specification through verification.
Prepare a reviewed change proposal from an engineering team’s approved ticket.
Check first: Confirm which current product and access plan fits the task; listed throughput and incident-resolution figures were not verified here.
Source reviewed
Audio
Provides automated audio post-production, including noise reduction, level balancing and loudness targets. It also offers transcript and chapter tools.
Prepare consistent draft podcast audio for a producer’s final listening pass.
Check first: Review edits for removed words or altered emphasis; automated processing does not replace a final listening check.
Source reviewed
Operations
Combines AI agents and robotic process automation to coordinate enterprise workflows.
Prepare a process map and a supervised pilot for repetitive back-office work.
Check first: Establish exception handling and audit records before connecting financial or customer systems.
Source reviewed
Sales
Provides AI meeting notes, scheduling, call coaching and revenue analysis in one sales-oriented platform.
Prepare a structured meeting-review service for a team that already records calls lawfully.
Check first: Obtain recording authority and check notes against the conversation before updating a CRM.
Source reviewed
Sales
Answers sales pipeline questions using an AI revenue platform, including questions about deal risk and next actions.
Help a revenue operations team structure a recurring pipeline-question review.
Check first: Treat inferred deal risk as a prompt for investigation, not a guaranteed sales outcome.
Source reviewed
Operations
Combines AI-assisted web extraction, lead research and enrichment in configurable workflows.
Prepare a company-research worksheet from permitted public pages for an operations team.
Check first: Check site terms and data-use rights; public availability does not grant unrestricted reuse.
Source reviewed
Audio
Generates background music and sound effects from descriptions. Music can be customised and downloaded for use in other media.
Prepare background-score options for an approved podcast or game scene.
Check first: The official page grants a non-exclusive licence rather than ownership of the track and restricts standalone music distribution. Check the intended use.
Source reviewed
Development
Adds codebase context to coding-agent requests and routes them between AI models. Its current product page describes use alongside existing coding tools and gateways.
Evaluate code-context delivery for an approved internal development workflow.
Check first: Routing changes can affect model choice and data handling. Obtain approval for those changes and measure costs rather than assume the advertised savings.
Source reviewed
Development
Builds application projects from prompts and supports iterative changes through chat. Its documentation describes design references, Figma imports and hosting options.
Prepare a small interactive application prototype from an agreed design brief.
Check first: Generated code, authentication, data storage and hosting costs require review before any real-user launch.
Source reviewed
Data Analysis
Uses AI to analyse data and create editable dashboards and reports.
Turn an approved spreadsheet export into a draft reporting dashboard.
Check first: Check every chart’s aggregation and labels against the source spreadsheet before presenting it.
Source reviewed
Design
Its available AI design tools include prompted templates, image generation, photo editing and editable layouts. These sit alongside Canva’s design editor.
Prepare editable visual concepts for an approved small-business campaign.
Check first: The reviewed page marks Canva AI 2.0 as coming soon while identifying existing tools separately. Confirm the specific feature is available before planning a job.
Source reviewed
Customer Support
Provides conversational AI agents for customer support across chat, email and voice.
Draft a support assistant for a documented set of product questions.
Check first: Review channel permissions and test cases that require a person before enabling customer access.
Source reviewed
Research
Provides a conversational AI workspace for exploring questions, searching the web and analysing information.
Prepare a first research outline and source-checking checklist for a business question.
Check first: Verify factual statements and upload only material you have permission to share.
Source reviewed
Research
Uses conversational AI to work with supplied information and produce research, analysis and draft work products.
Organise an authorised document set into a research brief for a human specialist.
Check first: Inspect source coverage and factual accuracy before handing a generated brief to a client.
Source reviewed
Development
An AI coding assistant that can edit files, run commands and work across a project. Official docs describe terminal, IDE, desktop and web surfaces.
Prepare an isolated bug-fix or test-writing draft in a repository you are authorised to change.
Check first: Most surfaces require an account or supported provider connection. Editorial caution: command execution and file changes need explicit permission boundaries.
Source reviewed
Sales
Connects data enrichment with AI-assisted research and workflows for sales and go-to-market teams.
Prepare a sourced company-research worksheet for a team with a defined target market.
Check first: Verify enriched fields and the rights to use each underlying data source.
Source reviewed
Audio
Automates audio cleanup and removal of filler words or long pauses. It supports multitrack edits and editable timeline exports.
Prepare a cleaned podcast draft for a producer’s final listening pass.
Check first: Listen for clipped words and changed emphasis; an automatic cleanup can remove a sound the speaker intended to keep.
Source reviewed
Development
An open-source coding agent with editor, terminal and SDK surfaces. It can plan changes, edit project files and run commands with configurable approval controls.
Prepare a bounded maintenance patch in a repository whose owner has authorised the work.
Check first: Review command permissions and generated diffs, and account for the chosen model connection; an agent’s report is not a passing test.
Source reviewed
Design
Provides image cleanup, background replacement, relighting and upscaling. Its tools can remove selected objects or expand an image’s canvas.
Clean and reformat authorised visual assets for a business’s existing catalogue.
Check first: Inspect edges and reconstructed areas; removing an object can change the meaning of an image.
Source reviewed
Sales
Combines a sales CRM with an AI agent that calls leads, records summaries and updates pipeline records.
Review call summaries and organise next steps inside a small sales team’s CRM.
Check first: Obtain recording and calling permissions, and check summaries before updating deal decisions.
Source reviewed
Development
Reviews pull requests and presents findings or suggested changes. Its platform also provides review prioritisation and code-health views.
Add a preliminary automated review to an owner-approved software maintenance process.
Check first: Automated findings can miss defects or be incorrect; an accountable reviewer must decide what to change and verify the result.
Source reviewed
Sales
Provides AI search and prospect research alongside company and contact data for sales teams.
Build an account-research brief for an approved target market.
Check first: Check contact accuracy, data-use terms and outreach permissions before using a list.
Source reviewed
Video
Drafts avatar-led videos and courses from documents, slide decks or prompts. Its workflow includes scene editing and training-content export.
Turn approved employee onboarding material into draft video lessons for expert review.
Check first: Verify every training statement and scene; generating a course does not establish regulatory compliance or learning effectiveness.
Source reviewed
Sales
Combines buyer signals with AI-assisted account research and sales prioritisation.
Collect account context for a sales team’s pipeline review.
Check first: Check identity matches and signal freshness before acting on a suggested priority.
Source reviewed
Research
Provides AI-assisted academic search for finding, organising and analysing peer-reviewed literature.
Prepare a research reading list for a clearly defined technical question.
Check first: Relevance and peer review do not remove the need to assess study quality and applicability.
Source reviewed
Data Analysis
Adds generative AI experiences for analysing Power BI data, creating reports and assisting with DAX.
Prepare a human-reviewed reporting workflow for a team already using Power BI.
Check first: Some experiences have different availability or preview status; check the current requirements.
Source reviewed
Sales
Combines AI CRM, agents and visual workflow builders for configuring business processes.
Map a sales process into a reviewed CRM workflow before considering automation.
Check first: Test permissions and exception paths before connecting agents to live customer records.
Source reviewed
Customer Support
Uses connected business content to train AI assistance for customer conversations and support teams.
Help a team organise approved source material for an AI-assisted support inbox.
Check first: Review connected content for outdated policies before using it to generate customer replies.
Source reviewed
Development
Provides AI-assisted code editing and agent tasks across a codebase. Its desktop and command-line surfaces support reviewing generated changes.
Prepare a reviewable prototype or refactoring proposal for an agreed software task.
Check first: Constrain file and command access and inspect the actual diff; an agent’s completion message is not acceptance evidence.
Source reviewed
Data Analysis
Lets teams configure domain-specific AI agents that answer natural-language questions about business data.
Prepare a question-and-answer workspace for one approved operational dataset.
Check first: Curate business definitions and example queries, then verify answers against the underlying data.
Source reviewed
Data Analysis
Brings analytics, machine-learning models and AI agents into a governed enterprise data platform.
Help a data team document an analytical workflow and its review checkpoints.
Check first: Platform governance does not replace validation of data quality or model performance.
Source reviewed
Customer Support
Provides customer service AI agents whose workflows can be described through natural-language operating procedures.
Document a support procedure and its exceptions for an authorised AI pilot.
Check first: Procedure text still needs testing against ambiguous requests and unsupported commitments.
Source reviewed
Writing
Generates product descriptions and metadata for ecommerce catalogues. It can enrich product details using sources selected by the user.
Draft catalogue descriptions from a retailer’s approved manufacturer specifications.
Check first: Compare every description with the real item and source specification; generated enrichment can introduce incorrect attributes.
Source reviewed
Video
Edits video through its transcript and provides AI-assisted editing, captions and audio cleanup. It can also repurpose longer recordings into clips.
Prepare draft edits and captioned excerpts from an authorised interview recording.
Check first: Review transcript errors and cuts for changed meaning, and obtain recording and reuse permission.
Source reviewed
Development
Works on coding tasks in cloud or local environments and can prepare pull requests. The product also describes testing changes in its own browser.
Prepare a bounded bug-fix proposal and test evidence for a repository owner to assess.
Check first: Review the actual diff and reproduce relevant checks; vendor demonstration sessions are not evidence that your task was completed.
Source reviewed
Customer Support
Combines support routing with AI reply assistance and an agent for common ecommerce requests.
Draft replies to order-status questions using an approved store knowledge base.
Check first: Test refunds and order changes with staff oversight before granting action permissions.
Source reviewed
Data Analysis
Connects business data with analytics tools and AI agents for asking questions and analysing results.
Organise recurring operational data into a reporting workspace for staff review.
Check first: Confirm dataset access and metric definitions before sharing AI-generated answers.
Source reviewed
Customer Support
Provides AI agents that work in existing apps to handle customer-service tasks.
Prepare an agent to answer a bounded set of help-centre questions.
Check first: Check the connected knowledge sources and handoff behaviour before using a live support queue.
Source reviewed
Audio
Converts text into synthetic speech with voice selection and delivery controls. Its speech tools cover narration, dialogue and multilingual audio.
Prepare draft narration for an approved explainer or learning module.
Check first: Verify pronunciation and obtain permission for any cloned voice; this page review did not test speech quality.
Source reviewed
Research
Uses AI to find academic papers and organise evidence into cited research reports and review workflows.
Help a specialist assemble a literature shortlist and an evidence comparison table.
Check first: Check search scope and original papers before treating a generated synthesis as complete.
Source reviewed
Research
Provides a search API for AI systems that need web information and structured page content.
Design a source-collection step for a reviewed business research workflow.
Check first: An API integration and source-quality checks are needed before offering a research service.
Source reviewed
Development
Factory’s coding agent plans, implements and validates software changes. Its platform provides task monitoring and pull-request review tools.
Prepare a small, testable change from an approved engineering brief.
Check first: Keep command access and release permissions bounded; vendor descriptions of validated software do not replace independent acceptance checks.
Source reviewed
Audio
Separates recordings into stems and provides remix tools. Its generative instruments and drum-kit tools accept written descriptions.
Prepare isolated parts and sound sketches from recordings the producer has permission to use.
Check first: Separation does not grant remix or distribution rights; check artifacts and confirm the original recording’s permissions.
Source reviewed
Operations
Produces AI meeting summaries alongside transcripts and action items. Users can search conversations and sync notes with connected work tools.
Prepare a draft follow-up checklist from an authorised project review for the chair to confirm.
Check first: Confirm recording permission and review the notes before sharing. A suggested next step does not establish that someone accepted responsibility.
Source reviewed
Design
Adds AI-assisted design exploration, image editing and file search to Figma. Its tools can generate design directions and editable prototypes.
Prepare interface concepts for a client workshop using an approved design brief.
Check first: Confirm access and credit requirements for the chosen feature; a prototype still needs accessibility and implementation review.
Source reviewed
Customer Support
Provides a customer-facing AI agent that uses business knowledge and connected tools to handle service conversations.
Help a support team organise its knowledge and define cases that must reach a person.
Check first: Test difficult questions and human handoffs before allowing customer-facing replies.
Source reviewed
Design
Creates AI product imagery using a canvas, props and reusable templates. Its tools include generated backgrounds and on-model fashion images.
Prepare several product staging concepts from a retailer’s authorised photographs.
Check first: Check product shape, materials and fit against the real item; generated models are not evidence of actual garment fit.
Source reviewed
Video
Turns scripts or prompts into video drafts with visuals, AI voiceovers, music and subtitles. Its tools also include narrated explainers and avatar video.
Prepare an illustrated explainer draft from an approved original article.
Check first: Review the script, visual licences and pronunciation before delivery; generated material should not be presented as a real customer’s experience.
Source reviewed
Customer Support
Uses AI agents and support knowledge to classify requests, answer questions and assist service teams.
Examine ticket categories and prepare a human-reviewed support triage process.
Check first: Past tickets can contain outdated guidance or sensitive information; review the training material.
Source reviewed
Customer Support
Adds Freddy AI customer assistance and service-team tools to the Freshdesk support environment.
Prepare a reviewed knowledge-base trial for a team already using Freshdesk.
Check first: Check which AI features are available in the account and test the route to a person.
Source reviewed
Customer Support
Coordinates customer conversations, AI agents and human teams in a shared support platform.
Design an escalation process that gives staff the context from an AI-handled request.
Check first: Test handoffs across teams so difficult requests do not remain with the wrong agent.
Source reviewed
Design
Creates presentation and document drafts with an AI agent and editable layouts. It supports PowerPoint and PDF import and export.
Prepare a workshop deck from a client’s approved outline and source material.
Check first: Check facts, image rights and the exported layout before delivery; a generated deck does not validate the underlying argument.
Source reviewed
Research
Offers a multimodal AI assistant that works with questions and information in formats including text and images.
Explore a business topic and build a list of claims that need primary-source verification.
Check first: Generated explanations can be incomplete or incorrect; check important claims independently.
Source reviewed
Research
Analyses supplied source material in a dedicated AI research and thinking workspace.
Organise an authorised source pack so a team can explore questions about the same material.
Check first: Conclusions depend on the sources supplied; check important statements against those materials.
Source reviewed
Development
Provides code completion, code explanation and proposed edits in development tools. Its agent features can work on coding tasks for human review.
Prepare a prototype feature or maintenance patch in an approved repository.
Check first: Review and test generated code, check repository permissions and keep production deployment behind a separate approval.
Source reviewed
Customer Support
Offers a commerce AI that handles shopping guidance and customer-service conversations in one chat.
Prepare a product-help and returns-support process for an online shop.
Check first: Keep product recommendations and return decisions aligned with current store policies.
Source reviewed
Research
Uses AI to search connected workplace apps and retrieve answers from company information.
Help staff locate the documents behind a recurring internal question.
Check first: Review connector permissions and confirm that sensitive records remain restricted to authorised staff.
Source reviewed
Sales
Brings customer-interaction signals into an AI revenue platform for deal analysis and recommended next actions.
Prepare deal-review briefs for a revenue team using its authorised sales records.
Check first: Confirm recording permissions and check conclusions against the underlying conversations.
Source reviewed
Customer Support
Handles ecommerce service conversations using store information and connected commerce systems.
Help an online store define approved answers to recurring order and product questions.
Check first: Verify store data and keep order changes or refunds behind explicit approval rules.
Source reviewed
Writing
Drafts text from prompts and suggests rewrites for tone, length and formality. Its writing assistance also includes proofreading and style guidance.
Prepare alternative versions of an approved business article for an editor to choose from.
Check first: Check every factual statement and preserve the author’s intended meaning; a fluent rewrite is not fact verification.
Source reviewed
Operations
Uses AI to expand personal notes from meeting audio without a meeting bot. It also offers chat across meeting context.
Turn an approved project check-in into a draft handover note for a team lead.
Check first: The absence of a meeting bot does not remove the need for participant permission. Review sharing settings and verify the notes before circulating them.
Source reviewed
Writing
Generates blog outlines and article drafts from a topic or reference URL. The platform also includes image and social-copy tools.
Prepare alternative article outlines from a small business’s approved topic brief.
Check first: Check facts and permissions before using reference material; vendor traffic and ranking promises were not tested here.
Source reviewed
Operations
Provides a collaborative AI agent builder with application integrations and administrator access controls.
Help a team design a shared internal information-routing workflow.
Check first: Confirm which data each integration can read or change before sharing an agent.
Source reviewed
Data Analysis
Automates feature engineering, model selection and tuning while producing documentation for trained models.
Evaluate a predictive-model baseline on an authorised, well-defined business dataset.
Check first: Use held-out evaluation data and inspect potential leakage before relying on predictions.
Source reviewed
Video
Offers AI video and image generation in a web workspace. Its current creation interface includes reference inputs and media-editing tools.
Prepare short visual concepts from an approved reference image and creative brief.
Check first: The public page gives limited workflow detail; confirm export requirements and inspect a sample before promising a deliverable.
Source reviewed
Research
Provides an AI workspace for working with documents and financial data.
Prepare a document-review brief for an investment or advisory team.
Check first: Trace each reported fact to its source document before using it in a decision.
Source reviewed
Customer Support
Pairs a customer support workspace with AI assistance, including its Scout agent for resolving conversations.
Prepare a support knowledge review and a small human-supervised question set.
Check first: Test the limits of automated answers rather than applying vendor averages to your customers.
Source reviewed
Data Analysis
Provides conversational analytics and shared data context for teams working with business information.
Organise recurring business questions in a shared analytical workspace.
Check first: Agreed metric definitions and source permissions are needed before interpreting answers.
Source reviewed
Video
Creates avatar-led videos from scripts and provides a text-based video editor. Its platform also offers video translation and editable visual elements.
Prepare draft explainer videos from an organisation’s approved training script.
Check first: Require explicit permission for a person’s face or voice and review translations before release.
Source reviewed
Video
Provides AI video creation and editing with motion-transfer and visual-effects tools. Its workspace also supports changing selected elements in footage.
Develop visual-effects concepts using footage the producer is authorised to modify.
Check first: Check continuity and consent for people shown in source media; a generated alteration should not be presented as authentic footage.
Source reviewed
Sales
Adds AI-assisted prospecting, deal progression and suggested next steps to HubSpot CRM sales workflows.
Help an existing HubSpot team review deal follow-ups and define approval rules.
Check first: Confirm feature availability in the account and review drafts before they are sent.
Source reviewed
Operations
Provides an AI document-processing platform for extracting back-office information into enterprise workflows.
Map a document-intake process for a recurring form or invoice type.
Check first: Test handwriting, missing fields and document changes with a human review path.
Source reviewed
Writing
Provides an AI text editor, paragraph drafting and sentence-completion tools. It also offers focused rewriting tools for existing material.
Prepare first drafts and clearer explanations from an approved business outline.
Check first: Review generated claims and citations before delivery, and do not upload confidential material without permission.
Source reviewed
Operations
Provides a control plane to connect and govern AI agents across enterprise workflows.
Document agent ownership and access rules for an internal automation programme.
Check first: Verify tool permissions and pause controls before allowing agents to act on business systems.
Source reviewed
Design
Provides image generation and editing in a creative workspace. Its focused apps include background or object removal and resizing.
Prepare several visual concepts and format variations for an approved poster brief.
Check first: Check generated lettering, product details and brand rights; none of the output quality claims were tested here.
Source reviewed
Video
Provides an AI-assisted video editor that accepts plain-language edit instructions. Its tools include footage search, storyboarding and a multitrack timeline.
Prepare a first cut and alternative shot plans from a client’s authorised footage.
Check first: Review the actual timeline and every generated asset before delivery; autonomous editing is not independent quality assurance.
Source reviewed
Writing
Provides AI content tools and marketing workflows with brand voice, style guidance and a shared knowledge context. Teams can use that context while preparing campaign material.
Develop a set of human-reviewed campaign drafts from a client’s approved brief and brand guide.
Check first: Brand controls do not establish factual accuracy, campaign performance or permission to publish.
Source reviewed
Writing
Combines AI writing suggestions with a source library and inline citations. Writers can import papers and trace suggested claims back to source passages.
Prepare a reviewable outline and draft passages from a client’s approved source collection.
Check first: Read the cited passages to confirm they support the argument, and follow the intended publisher’s rules on AI-assisted writing.
Source reviewed
Data Analysis
Provides an AI workspace that includes data analysis and the creation of dashboards and presentations.
Turn an authorised business dataset into a draft analytical briefing for review.
Check first: Validate calculations and dataset assumptions before sharing a generated analysis.
Source reviewed
Development
A JetBrains coding agent with planning, implementation and human approval controls. Its CLI supports project guidelines and different model connections.
Prepare a planned code change with tests and a human-reviewed diff for an existing project.
Check first: Model access, execution permissions and usage limits need separate review; no benchmark or cost claim was tested here.
Source reviewed
Video
A browser video editor with prompt-based editing, transcript trimming and automatic subtitles. It also provides generation tools for new clips and B-roll.
Prepare short, captioned versions of an approved product demonstration.
Check first: Check clip context and captions manually, and confirm the export and licence terms needed for the job.
Source reviewed
Design
Combines AI image and vector generation with a design editor, text effects and product mockups. Background removal and upscaling are also listed.
Prepare merchandise artwork and mockup options from an approved original design brief.
Check first: Check asset, font and merchandise-use licences; a mockup is not proof of how a printed product will look.
Source reviewed
Video
Generates video and images with an editable creative canvas. Its listed tools support scripts, storyboards and iterative video changes.
Prepare storyboard options and draft shots for a filmmaker’s original project.
Check first: Review generated motion and source rights; vendor showcase films do not establish results for your project.
Source reviewed
Customer Support
Offers customer-support AI agents with escalation to people when a request cannot be answered confidently.
Define which help questions an agent may answer and when staff should take over.
Check first: Test uncertain and incomplete questions rather than assuming the agent will always stop at the right point.
Source reviewed
Design
Provides image generation, prompt-based editing and a live drawing canvas. Its workspace also offers enhancement and video tools.
Explore visual directions with a client before a designer prepares final artwork.
Check first: Check the selected model’s terms and output details; access to several models does not clear input or output rights.
Source reviewed
Customer Support
Combines customer conversation history, CRM context and AI-assisted support workflows in one platform.
Help a service team map where customer context is missing during a handoff.
Check first: Set access boundaries before consolidating conversations from different systems.
Source reviewed
Audio
Provides vocal and instrument separation plus voice cleanup. Its audio-processing tools also include echo and reverb reduction.
Prepare cleaner dialogue or isolated parts from authorised source recordings.
Check first: Inspect the output for missing speech or residual sound, and do not treat separation as permission to reuse music.
Source reviewed
Design
Provides image generation from prompts or custom models, along with editing and upscaling. The platform also offers motion and video tools.
Develop concept-art options and draft visual assets for a creator’s project.
Check first: Obtain permission for reference images and check generated details; character consistency was not tested here.
Source reviewed
Design
Offers AI upscaling and enhancement modes for sharpening, noise reduction and colour correction. It also has a restoration mode for older photographs.
Prepare larger draft image files for a print designer to inspect.
Check first: Added detail may be inferred rather than recovered; inspect fine text and compare with the original before printing.
Source reviewed
Operations
Analyses supply-chain communications to identify recurring work and build operational automations.
Review patterns in approved logistics messages to identify a bounded process to automate.
Check first: Remove unnecessary personal data and inspect suggested workflows before connecting live communications.
Source reviewed
Operations
Handles delegated workplace tasks across connected email and business applications with an AI assistant.
Document a narrow internal coordination task and test it with synthetic information.
Check first: Restrict sending and record-changing permissions until the task has been independently reviewed.
Source reviewed
Design
Generates logo concepts with AI and lets users adjust colours, symbols and layout. Its Brand Kit applies the selected identity to marketing templates.
Explore initial identity directions for a new business before professional review.
Check first: A generated logo is not trademark clearance or evidence of exclusivity; review rights and output files before adoption.
Source reviewed
Data Analysis
Uses Gemini to answer natural-language data questions through Looker’s semantic modelling layer.
Help a reporting team explore questions using its approved metric definitions.
Check first: Google warns that output can be factually incorrect; validate results before using them.
Source reviewed
Audio
Generates music using a choice of models and provides remixing, effects and mastering tools. Its workspace supports both instrumental and vocal projects.
Prepare alternate soundtrack drafts for a creator’s own short film.
Check first: Review the chosen model’s licence and any uploaded recording rights; this directory does not independently certify copyright clearance.
Source reviewed
Video
Creates video from scripts, concepts or reference media. Its workspace includes storyboards, camera controls and a timeline editor.
Prepare a storyboard and rough sequence for an approved promotional film brief.
Check first: Review scene continuity and each reference asset’s rights; the listed controls do not establish production quality for a particular job.
Source reviewed
Video
Provides a creative workspace for generating and refining visual assets. Its listed tools include assembling clips, adding captions and preparing video deliverables.
Prepare storyboard and trailer concepts for an approved original project.
Check first: The old Dream Machine URL redirects to Luma’s broader app; confirm the current tool and export requirements before committing to a workflow.
Source reviewed
Customer Support
Uses business support content to answer customer questions and handle recurring service tasks with AI.
Organise a small business help centre and test a limited set of routine questions.
Check first: Measure unanswered or incorrect cases and preserve a clear human escalation path.
Source reviewed
Operations
Combines visual workflow automation with AI agents that can make decisions across connected applications.
Design a reviewed routing process for a small team using its existing business apps.
Check first: Keep irreversible actions behind approval and test what happens when a step fails.
Source reviewed
Design
Generates 3D models from text or images and provides texturing and character-rigging tools. It lists export options for games and 3D printing.
Prepare placeholder game props for a developer to test and revise.
Check first: Check geometry and performance in the target application; printing claims do not replace a slicer check or physical safety review.
Source reviewed
Design
Creates images from text prompts and supports image references, variations and editing. Its guide also describes turning images into video.
Explore illustration directions for a client’s approved visual brief.
Check first: The getting-started guide requires a subscription. Editorial caution: review output details and intended-use rights before client delivery.
Source reviewed
Audio
Separates recordings into vocals and instrument stems. Its music toolkit also includes chord finding, speed changes and lyric transcription.
Prepare isolated practice or production parts from recordings the client has permission to use.
Check first: Stem separation does not grant rights to reuse a recording, and isolated audio should be checked for artifacts.
Source reviewed
Sales
Turns customer conversations into structured sales data and CRM updates using AI.
Prepare deal notes from authorised sales conversations for a manager to inspect.
Check first: Verify extracted fields against the conversation; the official site now identifies Momentum as part of Salesforce.
Source reviewed
Operations
Provides an AI assistant that searches workplace systems and takes actions through connected business apps.
Prepare a bounded employee-help workflow for a recurring internal request.
Check first: Check action permissions and escalation paths separately from search access.
Source reviewed
Audio
Generates music from descriptions and provides genre and mood collections. Its chat interface supports requesting changes to a generated track.
Explore background-music variations for a creator’s approved video.
Check first: The page labels chat as beta and warns new requests may pause. Confirm access and the applicable music licence before planning delivery.
Source reviewed
Audio
Generates AI voiceovers with controls for pitch, speed, intonation and pronunciation. The platform also lists dubbing and presentation-tool integrations.
Prepare alternate narration tracks for a client’s approved learning content.
Check first: Review pronunciation and translation with an appropriate speaker; vendor production-speed claims were not verified.
Source reviewed
Operations
Connects AI and application steps in configurable workflows, including custom AI agent systems.
Prepare a maintainable internal automation with clear inputs, outputs and human review.
Check first: Plan credential handling, error recovery and hosting responsibilities before live use.
Source reviewed
Operations
Uses AI agents to process operational documents and move structured data into business systems.
Organise incoming purchase-order documents into a queue for human checking.
Check first: Verify extracted values against source documents before updating financial records.
Source reviewed
Design
Turns supplied text into editable diagrams and infographics. Visuals can be exported for use in documents or presentations.
Prepare a visual explanation of an approved onboarding process for a manager to review.
Check first: The current FAQ says visual generation is not available on mobile. Use desktop for that step and check exported text and connections.
Source reviewed
Writing
Combines story planning and a Codex of characters, places and lore with optional AI writing and review. It can connect to external AI platforms or local models.
Organise an author’s series notes and prepare draft scene alternatives for review.
Check first: Review the chosen model connection and data-handling terms before uploading an unpublished manuscript.
Source reviewed
Data Analysis
Provides a no-code workflow for building predictive machine-learning models and explaining their outputs.
Explore whether a labelled business dataset can support a useful prediction task.
Check first: Evaluate performance on unseen data; an easy model-building interface does not prove accuracy.
Source reviewed
Development
An open-source coding-agent platform with local and cloud options. Its engineering workflows include pull-request review and proposed fixes for CI failures.
Investigate a failing test in an approved repository and prepare a candidate patch.
Check first: Restrict repository and integration permissions, and inspect every proposed change; scheduled workflows require separate operational approval.
Source reviewed
Research
Combines paper discovery with a choice of AI models in a research workspace.
Assemble a starting reading list for a new subject.
Check first: Check recommended papers for relevance and read the originals before relying on an AI answer.
Source reviewed
Video
Uses AI to select clips from longer videos and reframe moving subjects for different formats. Its editor also includes brand templates and team workspaces.
Prepare a reviewable set of short excerpts from an authorised webinar.
Check first: Automated selection may omit important context; no virality or audience-growth claim was verified.
Source reviewed
Operations
Transcribes meetings and prepares searchable notes with summaries and action items. Its AI chat can answer questions across recorded conversations.
Prepare a draft decision log from an internal planning meeting whose participants have agreed to recording.
Check first: Obtain participant permission and check speaker labels and decisions against the recording; a generated action item is not an agreed commitment.
Source reviewed
Sales
Provides AI-assisted revenue workflows for account research, sales coaching and forecasting across connected sales records.
Build a human-reviewed account briefing process for an authorised sales team.
Check first: Review generated account conclusions and require approval before any external outreach.
Source reviewed
Research
Combines AI literature search with reference management and structured extraction from research papers.
Prepare an evidence table for a reviewer to check study by study.
Check first: Record screening decisions and verify extracted details before calling a review systematic.
Source reviewed
Writing
Provides academic grammar suggestions, paraphrasing and citation tools. Its workspace can use uploaded references while preparing a manuscript.
Offer a language-editing pass on an author’s own technical manuscript within the publisher’s rules.
Check first: Verify citations against the original papers and follow the institution’s AI disclosure rules; language editing does not validate research findings.
Source reviewed
Design
Creates AI product photographs with generated scenes and backgrounds. Its app supports templates and bulk image generation.
Explore background variations for an approved product campaign.
Check first: Compare each image with the original product and confirm any depicted use is realistic; attractive staging is not proof of sales impact.
Source reviewed
Research
Searches the web with AI and returns conversational answers linked to cited sources.
Assemble a sourced starting brief on a market question for an analyst to review.
Check first: Open the cited pages; the presence of a citation does not prove that it supports the answer.
Source reviewed
Design
Offers background removal, AI shadows and product staging for product photographs. It also provides batch editing and resizing.
Prepare consistent draft catalogue images from a seller’s own product photos.
Check first: Generated scenes, colours or shadows must not misrepresent the actual item being sold.
Source reviewed
Video
Provides video generation, clip extension and colour-grading tools. Its creative apps also include image editing and soundtrack generation.
Explore short motion concepts and alternate visual treatments for a creator’s brief.
Check first: Review frame continuity and any depiction of real people; generated footage is not evidence of an actual event.
Source reviewed
Sales
Offers a sales pipeline CRM with AI-assisted deal management and prompts for follow-up work.
Help a small sales team define a consistent pipeline review and follow-up process.
Check first: Establish clear CRM fields and ownership before relying on generated prompts.
Source reviewed
Design
Provides AI image editing with background removal, retouching and canvas expansion. It also supports batch edits and product-image generation.
Prepare a consistent set of draft catalogue images from a seller’s own photos.
Check first: Check edges, colours and product details; generated scenes must not misrepresent what the customer will receive.
Source reviewed
Video
Generates video from text or images and offers lip-sync and editing tools. A node canvas can connect prompts, references and outputs.
Explore alternative motion treatments for a creator’s original scene.
Check first: Inspect lip-sync, motion and factual depictions; generated footage is not a record of a real event.
Source reviewed
Data Analysis
Provides embedded analytics with an API and AI-assisted access to business data.
Plan an operational analytics view inside an existing authorised application.
Check first: Inspect tenant access controls and verify metrics before exposing an embedded dashboard.
Source reviewed
Operations
Builds cross-application business automation using AI, digital workflows and robotic process automation.
Help a Microsoft-based team document and trial an internal approval handoff.
Check first: Confirm connector permissions and test approval behaviour before automating a live process.
Source reviewed
Operations
Parabola’s AI workspace answers data questions, builds reports and runs processes with inspectable logic.
Prepare a purchase-order matching process that staff can inspect step by step.
Check first: Verify matching rules and exception handling before connecting live purchasing systems.
Source reviewed
Writing
Provides story planning, manuscript critique and line-editing tools. Its official page describes assistive AI as support for the writer’s own work.
Help independent authors review draft manuscripts within an agreed editorial scope.
Check first: The product positions AI as assistance rather than writing the manuscript for you. Editorial caution: assess its suggestions against the author’s voice.
Source reviewed
Data Analysis
Provides a natural-language AI assistant that combines structured and unstructured business information for analysis.
Help a team define questions that connect its reports with supporting business documents.
Check first: Check source access and verify answers against the records they rely on.
Source reviewed
Development
Provides AI code review using codebase, pull-request history and requirement context. Its tools support shared engineering rules and local review workflows.
Prepare a review checklist and candidate findings for an approved development team.
Check first: Inferred rules and review comments need human validation; the tool does not certify code quality or compliance.
Source reviewed
Writing
Offers paraphrasing, grammar checking and summarisation alongside other writing tools. Writers can revise existing text rather than start from a blank document.
Provide a clarity-editing pass on client newsletters using material the client owns.
Check first: Paraphrasing does not remove citation or permission requirements. Review any change in meaning.
Source reviewed
Customer Support
Brings support channels into one helpdesk with AI replies and an AI agent trained on business information.
Organise common support requests and draft consistent replies for staff review.
Check first: The source labels its AI Agent as beta; test escalation and business-policy coverage before relying on it.
Source reviewed
Design
Generates images and editable vector graphics. Its design tools cover illustrations, consistent visual styles and typography.
Prepare editable icon and illustration concepts for a designer’s review.
Check first: Inspect vector paths, lettering and consistency at delivery size before using generated assets.
Source reviewed
Sales
Offers an AI sales workspace that combines prospect research, enrichment and seller communication workflows.
Configure a review queue that helps sellers check account research before acting on it.
Check first: Keep email, dialing and other contact actions disabled until separately authorised.
Source reviewed
Operations
Provides a platform for building and coordinating specialist AI agents for different team tasks.
Turn one approved operating procedure into a small, reviewable agent workflow.
Check first: Define a stop rule and test exceptions before connecting agents to business systems.
Source reviewed
Development
Builds and revises app projects through chat. Its platform includes service integrations and automated application-testing features.
Prepare an interactive prototype for a client to evaluate before a separately scoped implementation.
Check first: Generated applications still need independent security, access, billing and release checks; no production-readiness claim was verified.
Source reviewed
Research
Uses AI-assisted paper discovery and citation maps to explore related academic research.
Map a research topic and identify papers for a specialist to read next.
Check first: A useful citation map is not proof that all relevant studies have been found.
Source reviewed
Audio
Provides AI-generated audio detection, alongside video and image detection. Its tools return scores and explanations for media review.
Add a preliminary synthetic-audio screening step to an approved media-review service.
Check first: A detection score is not conclusive proof of identity or manipulation. Use human review and independent evidence.
Source reviewed
Audio
Provides AI speech synthesis and a voice marketplace for creative production. Its public page also lists a real-time text-to-speech offering.
Develop approved character-voice or narration drafts for an original creative project.
Check first: Require permission for the voice and source recordings, and confirm the project’s usage rights before production.
Source reviewed
Audio
Converts scripts into synthetic voiceovers with pitch, speed and tone controls. The service runs through an online application.
Prepare alternate narration takes for an approved product tutorial.
Check first: Listen for pronunciation and tone errors; vendor realism and conversion claims were not independently tested.
Source reviewed
Operations
Uses AI agents to capture and validate document data and route it through business approvals.
Prepare an invoice-intake process that sends uncertain fields to a person.
Check first: Check extracted amounts and supplier details before any downstream approval or system update.
Source reviewed
Data Analysis
Uses AI to import business data, analyse it in plain language and build spreadsheet-style reports.
Prepare a repeatable report from approved exports and document tables.
Check first: Check imported values and calculations before refreshing or sharing a report.
Source reviewed
Video
A cloud creative workspace for generating and editing video, images and audio. It brings those media tools into a single project environment.
Prepare short visual concepts and draft footage for an approved film or campaign brief.
Check first: Inspect motion, continuity and source rights; this page review did not test production quality.
Source reviewed
Writing
Generates and revises text using writing templates, sentence completion and custom tones. Its tools include expansion, rewording and shortening.
Prepare several draft product descriptions from an approved product specification.
Check first: Compare descriptions with the real product and remove invented features; vendor savings claims were not verified here.
Source reviewed
Sales
Combines CRM sales records with AI agents and automation for work across the sales cycle.
Map an existing Salesforce sales handoff and identify where a reviewed AI step might fit.
Check first: Inspect permissions and data quality before letting an agent update customer records.
Source reviewed
Sales
Combines sales activity and buyer signals in an AI-assisted platform that recommends what sellers should do next.
Help a sales team organise and review next actions across its existing pipeline.
Check first: Inspect CRM access and action permissions before connecting a live sales process.
Source reviewed
Research
Provides AI tools for summarising, analysing and organising academic research.
Prepare a structured reading pack that helps a specialist prioritise papers.
Check first: A summary can omit methods or caveats; review the full paper before drawing conclusions.
Source reviewed
Research
Supports AI-assisted paper discovery, evidence-table comparison and questions about research documents.
Organise a literature review worksheet with traceable references for a human researcher.
Check first: Inspect pivotal studies directly and retain a documented search scope.
Source reviewed
Research
Combines AI research answers with citation context showing how later work supports, challenges or discusses a claim.
Add a citation-context review to a specialist evidence brief.
Check first: Supporting or disputing citations are evidence signals, not a complete assessment of a study.
Source reviewed
Research
Provides an AI-powered search tool for scientific literature.
Build a starting reading list for a technical research brief.
Check first: Check the original papers and search other databases before treating a reading list as complete.
Source reviewed
Customer Support
Builds conversational AI agents for customer interactions across channels such as chat, email and voice.
Help a service team specify a consistent answer and escalation process across channels.
Check first: Define which actions require a person before connecting any customer account systems.
Source reviewed
Data Analysis
Embeds AI-assisted data questions and explanations into products using governed metric definitions.
Plan a customer-facing analytics feature for a product’s existing data.
Check first: Test tenant isolation and row-level access before exposing answers to customers.
Source reviewed
Data Analysis
Converts natural-language business questions into SQL over structured Snowflake data using a semantic model.
Prototype a reviewed question interface for an existing reporting dataset.
Check first: Snowflake recommends transitioning to Cortex Agents; review that guidance and validate generated SQL before use.
Source reviewed
Development
Provides AI-supported static application security testing with contextual findings and proposed fixes. It can integrate checks into editors and pull requests.
Provide a preliminary code-security review for a repository whose owner has authorised scanning.
Check first: Review findings and test any proposed fix; a scan does not establish that an application is secure.
Source reviewed
Audio
Creates AI-assisted music using genre and template choices. The platform also offers producer collaboration for brand music.
Prepare music sketches for a client to compare before commissioning a final score.
Check first: The official FAQ says some tracks and plans are non-exclusive. Confirm the licence rather than assume exclusive ownership.
Source reviewed
Audio
Generates music with controls for genre, length and energy. Its mixer can change instrument choices and adjust parts of a track.
Prepare several background-score options for an editor’s approved project.
Check first: Review the licence for the intended distribution and client use; no copyright-safety guarantee is made by this directory.
Source reviewed
Development
Uses repository context for code chat, code edits and completion. It can draw context from local and remote code through Sourcegraph’s search tools.
Help an authorised engineering team understand and draft changes across a large codebase.
Check first: The reviewed documentation identifies Sourcegraph Enterprise support. Confirm access and repository-data handling before selecting it for a project.
Source reviewed
Design
Turns text or reference images into textured 3D models. Models can be inspected, downloaded or opened in Spline for further scene editing.
Create rough 3D props for an interactive product concept that a designer will refine.
Check first: Inspect topology, scale and export compatibility; a generated surface is not an engineering-accurate model.
Source reviewed
Writing
Generates book and screenplay drafts, story outlines and structured character or setting notes. Its editor lets a writer accept, reject or revise AI suggestions.
Develop a reviewable first outline and sample chapters for a creator’s own book project.
Check first: A complete generated draft still needs editorial, continuity and rights review before publication.
Source reviewed
Writing
Provides fiction-writing tools for planning stories, expanding scenes and rewriting passages. Story Bible connects an initial idea with outlines and chapter drafts.
Develop sample scenes and story directions for a creator’s original fiction project.
Check first: Check continuity, originality and author approval before treating generated scenes as publishable work.
Source reviewed
Audio
Generates songs from prompts and provides tools for arranging, editing and separating stems. Creators can also use their own recordings as inputs.
Explore original soundtrack directions for a creator’s approved video project.
Check first: Check current plan and input rights before commercial delivery; this listing does not independently clear generated music.
Source reviewed
Writing
Combines content outlines and optimisation suggestions with an AI writing assistant. Writers can edit and rephrase passages inside the editor.
Review an existing business article and prepare suggested revisions for its editor.
Check first: A content score is a vendor metric, not evidence of accuracy, search ranking or reader usefulness.
Source reviewed
Video
Provides AI avatar and voiceover video creation, including turning slide decks into narrated videos. It also offers dubbing and interactive video features.
Adapt approved internal learning material into draft narrated modules.
Check first: Subject experts must verify instructional claims; an avatar is not a real employee giving a testimonial.
Source reviewed
Development
An open-source, self-hosted AI coding assistant with code completion and question answering. It supports integration with existing development infrastructure.
Evaluate code assistance within an engineering team’s approved hosting environment.
Check first: Self-hosting still needs suitable compute, access controls and maintenance; open-source availability does not establish secure operation.
Source reviewed
Data Analysis
Uses a conversational assistant to explore connected Tableau data and create visual analyses.
Help an existing Tableau team prepare a reviewed set of dashboard questions.
Check first: Confirm feature availability and check generated visualisations against the underlying data.
Source reviewed
Data Analysis
Combines automated analysis and machine learning to investigate patterns in company data.
Prepare a review of possible drivers behind a change in a business metric.
Check first: Check data quality and alternative explanations before interpreting a pattern as a cause.
Source reviewed
Data Analysis
Provides a conversational AI analyst within ThoughtSpot Analytics that works with governed business data.
Help a team define and review natural-language questions against an existing analytics model.
Check first: Check metric definitions and the reasoning behind an answer before acting on it.
Source reviewed
Operations
Provides an orchestration platform for app integration, automation and governing AI-built applications.
Plan a controlled handoff between existing business systems.
Check first: Inspect connector access and failure handling before automating a live process.
Source reviewed
Writing
Offers AI grammar checking and rewriting for academic and technical documents. Its listed tools also include file proofreading and citation assistance.
Review the language of an approved technical report and return suggested edits to its author.
Check first: Review the selected plan’s data terms before uploading sensitive work; an automated integrity check cannot establish authorship.
Source reviewed
Design
Generates 3D assets from prompts or reference images. Its tools include mesh controls, texturing and automatic character rigging.
Explore character and prop concepts before committing to a production modelling brief.
Check first: Review mesh structure, deformation and asset rights before using a generated model in a finished project.
Source reviewed
Writing
An AI document editor for long-form storytelling, with integrated chat, story notes and custom writing rules. It supports drafting, revision and document export.
Prepare structured story or screenplay drafts while keeping a creator’s character notes in the same workspace.
Check first: Remembered notes do not guarantee narrative consistency; an editor still needs to review the full manuscript.
Source reviewed
Operations
Orchestrates AI agents, software robots and human steps across enterprise business processes.
Map an exception-handling process around a repetitive operations task.
Check first: Production automation needs process ownership, recovery procedures and separately approved system access.
Source reviewed
Design
Turns text, screenshots or hand-drawn wireframes into editable UI mockups. It also supports generating screens, components and themes for prototypes.
Prepare interactive interface concepts for a client discovery session.
Check first: A prototype is not a deployed application; accessibility, real data flows and implementation still require testing.
Source reviewed
Research
Searches scientific literature and uses AI to explore research directions and compare findings in tables.
Explore a narrowly framed research question before commissioning a detailed literature review.
Check first: Verify paper relevance and any comparison against the full text; search coverage is not guaranteed.
Source reviewed
Video
Combines AI video generation with subtitle tools and brand settings. Its editor supports creating and adapting videos for social formats.
Prepare captioned video drafts from a business’s approved script and assets.
Check first: Verify caption wording and media rights; vendor engagement claims do not predict results for a client.
Source reviewed
Video
Selects short clips from longer videos and reframes key subjects. Its editor supports transcript-based trimming and caption translation.
Prepare captioned excerpts from an authorised webinar for an editor to approve.
Check first: Check that excerpts preserve the speaker’s meaning and review every translated caption; no audience-growth result was verified.
Source reviewed
Sales
Provides AI agents for website-visitor engagement and sales follow-up across connected channels.
Plan a human-reviewed response process for relevant inbound website enquiries.
Check first: Review visitor-data collection and outreach permissions before enabling identification or contact features.
Source reviewed
Audio
Creates synthetic voiceovers from scripts with voice and style selection. It offers shared pronunciation guidance and project collaboration for teams.
Prepare a consistent draft voice track across an organisation’s tutorial series.
Check first: Check technical vocabulary and delivery in context; listed voice options do not establish suitability for every audience.
Source reviewed
Video
Finds highlights in longer recordings and prepares clips with captions and reframing. Users can request changes to cuts, music and layout in plain language.
Prepare short lesson excerpts from a tutor’s approved recording.
Check first: Review cuts for missing context and listen for removed words; publishing integrations require separate account permission.
Source reviewed
Writing
Suggests sentence rewrites and lets writers change tone, shorten text or continue a draft. Proofreading is included in its writing assistance.
Prepare concise and formal alternatives for a business’s approved website copy.
Check first: Review names, technical terms and factual additions rather than assuming a suggested rewrite is accurate.
Source reviewed
Operations
Connects applications, data, workflows and AI agents through an enterprise orchestration platform.
Help an operations team specify an integration handoff with human approval points.
Check first: Review data movement and write permissions across every connected system.
Source reviewed
Writing
Provides AI language feedback and paraphrasing for academic writing. It has Word and Overleaf integrations plus title and abstract drafting tools.
Prepare tracked language revisions for a researcher’s existing manuscript.
Check first: The author must check technical meaning and any generated abstract against the actual study before submission.
Source reviewed
Writing
Prepares article drafts through a research, outline and writing pipeline. It can use uploaded brand material or web sources as context.
Prepare a sourced first draft from an approved editorial brief for a business publication.
Check first: Check each cited source and factual claim yourself; search rankings and AI citations are not guaranteed by generating an article.
Source reviewed
Research
Provides web-search APIs that retrieve content and generate grounded answers for AI applications.
Design a source-linked research feed for a narrowly defined business topic.
Check first: Check original pages and source dates; a grounded answer can still omit relevant evidence.
Source reviewed
Operations
Connects business applications with AI workflow steps, agents and chatbot tools on one automation platform.
Map a repetitive internal handoff and prepare a controlled automation prototype.
Check first: Review connected-account permissions and test failure paths before enabling live actions.
Source reviewed
Customer Support
Combines AI agents, agent assistance and knowledge-based automation within Zendesk customer service workflows.
Review a Zendesk knowledge base and prepare a controlled AI support trial.
Check first: Confirm account entitlements and test escalation rather than assuming every case can be automated.
Source reviewed
Development
Zencoder’s coding app coordinates agents for specification, implementation and verification. Its workflows can run isolated tasks and cross-agent reviews.
Prepare a feature prototype with a written specification and candidate tests for an engineer to review.
Check first: Independently inspect the code and test results; a review by another model does not establish correctness or production readiness.
Source reviewed
Customer Support
Provides a platform for building and monitoring customer-facing AI agents with configured support workflows.
Map a repeatable support process with explicit human approval for exceptions.
Check first: Test identity checks and refund rules separately before allowing an agent to execute them.
Source reviewed
Use the enquiry guides to practise with invented examples, or read how tool submissions will work. A listing is a starting point for research, not a recommendation to buy.