By industry

People and knowledge work

Agents that absorb the reading, drafting and triage filling a knowledge worker's week. The most forgiving family to start with: a person reviews the output before it does anything, so an imperfect first version is useful rather than dangerous. That also makes these the easiest to sell internally and the hardest to charge much for.

Data and Analytics · Human Resources · Product · Localization · Nonprofit · Media · Engineering · Education

Data and AnalyticsWarehouse Analyst AgentAn agent that answers business questions in plain English against a data warehouse: writes the SQL, runs it read-only, shows its working, and refuses when the question cannot be answered from the tables it is allowed to see. Target: Series A-C companies where a small data team is the bottleneck on every number.Pro9.2
Human ResourcesRecruiting Screener AgentAn agent that parses applications, scores candidates against a role scorecard with evidence, drafts outreach, and books screening calls. Target: high-volume recruiting teams and agencies.Pro8.6
ProductVoice of Customer Synthesis AgentAn agent that reads every support ticket, review, call transcript and churn note, and produces a ranked, evidence-linked view of what customers are actually asking for. Target: product teams whose roadmap input is whoever shouted most recently.Pro8.5
LocalizationLocalization QA AgentAn agent that reviews translated strings in context: catches terminology drift, broken placeholders, length overflow and register mismatches before they ship, and flags only what a reviewer would actually change. Target: product teams shipping in five or more languages without in-house linguists.Pro8.3
NonprofitGrant Discovery and Reporting AgentScreens funders on eligibility before a human reads anything, drafts letters of inquiry from an approved evidence base, and assembles interim reports from program data instead of from memory.Pro8.2
MediaRights and Licensing Clearance AgentExtracts what each licence actually grants, answers whether a specific planned use is covered, and monitors expiries against what is genuinely published rather than what is in the library.Pro8.2
EngineeringTechnical Documentation AgentWatches a codebase for changes that make the docs wrong, drafts the correction, and opens a pull request against the documentation.Pro8.2
EducationAssignment Feedback AgentDrafts specific, rubric-aligned feedback on student submissions for an instructor to review, edit, and release. It never issues a grade on its own.Pro8