Domains
Expert workflows, running themselves
Your senior people define the standard. Agents do the work, continuously, in a loop, until it's met.
⚙️
Developer Relations
On every release, agents generate changelogs, update affected docs, produce walkthrough videos, publish announcements, and monitor replies, all evaluated against an accuracy bar your team sets.
🔬
ML Research
Agents collect training data, run experiments, score results against your benchmark, identify failure modes, adjust the approach, and surface a progress report, in a continuous loop until a blocker requires you.
🧬
Clinical Research
Agents scan literature, draft and revise trial protocols against FDA and EMA checklists, monitor incoming data for safety signals, and trigger amendments, flagging only decisions that require a clinician.
📈
Investment Research
Agents update financial models when new information arrives, rewrite investment theses when assumptions break, and stress-test positions, every output held to the standard of an investment committee presentation.
📰
Editorial & Journalism
Agents monitor every beat around the clock, research and verify every claim against primary sources, and produce drafts evaluated against editorial standards, so editors see polished copy, not first drafts.
📋
Underwriting
Agents assess risk, price submissions, generate policy terms, and validate against appetite guidelines, producing a bindable quote without touching an underwriter's desk unless the risk falls outside defined parameters.
🏪
Supply Chain Planning
Agents forecast demand at SKU level, model inventory positions, generate and optimize replenishment orders, and re-plan automatically when actuals deviate, balancing service levels against inventory cost continuously.
🏛️
Architectural Design
Agents generate design options from a brief, evaluate each against building codes and structural constraints, and iterate toward the client's budget, producing client-ready walkthroughs without a visualization team.
🤝
Customer Success
Agents monitor every account for health signals, run onboarding sequences, generate QBRs, and handle routine questions, to the standard of your best CSM, without your team doing the monitoring.
🎓
Learning & Development
Agents keep every course current, detecting when products or regulations change, rewriting affected modules and assessments, and building role-specific onboarding plans within hours of a new hire being confirmed.
