Assemble working agents visually from your skills — no code required.
Agent Builder is the operations layer for AI agents — one place where your team builds, tests, runs, and audits the AI agents running your business. Versioned skills, session review, per-agent cost, and audit trails — built for operators, not API developers.
Most consoles stop at building. Agent Builder takes you to production — and keeps you there.
Agent Builder
Define instructions, attach skills, set tool access and human checkpoints — versioned and reversible.
Agent Testing
Run agents against real test cases, auto-evaluate results, and catch regressions before they ship.
Learn moreAgent Insights
See every conversation, tool call, and decision in production — and keep improving the skills behind them.
Learn moreAgent Observability Coming Soon
Continuous signal on every agent in production — health, drift, latency, and cost, watched for you.
Most AI consoles weren't built for agent operators.
Model vendor consoles were built for developers shipping their first integration — and they do that well. But once an agent is live, the work changes. Agent definitions live in one place, session logs in another, and costs are buried in a billing UI that mixes API keys with telemetry an operator doesn't need.
That breaks down once you're running twenty agents across teams and practices, and you need to know which agent spent what, which session went off-script, and which version of which skill was running when a patient was quoted the wrong copay. Agent Builder is the UI that should exist for that work.
An operations layer for any frontier model.
Agent Builder connects to the leading frontier models through native APIs — no proprietary wrapper in between. Every model capability stays available; Agent Builder adds the operations layer the model providers don't build: versioned skills, session review, per-agent cost attribution, and audit trails — for the person running agents, not the one calling an API.
Four surfaces, one workspace.
Every screen below ships today — no add-ons, no separate consoles, no waiting list.
Build & edit agents
Define instructions, attach skills, configure tool access, and set human checkpoints from one editor. Edits are versioned and reversible — a bad prompt change stops being a Friday-night incident.
Sessions & conversations
Every conversation is searchable, filterable, and exportable. Review what users asked, what the agent read, decided, and produced. Replay a flagged session against a new skill version to confirm the fix.
Versioned, testable skills
Skills are first-class objects: inputs, reasoning, outputs, and citations together — in natural language, version-controlled, and tested against real documents before anything ships.
System integrations
Native connectors for healthcare standards (FHIR, HL7), document stores, identity providers, and the SaaS platforms regulated industries depend on. Bring data in, push results out, keep PHI under your controls.
Skills are first-class objects.
A skill is a structured procedure with named inputs, explicit reasoning, typed outputs, source citations, and a version history you can roll back. Written in natural language, tested against real documents, portable across agents.
The same skill that verifies eligibility on Tuesday can be cloned, edited, and shipped Thursday — without breaking the agents already running the previous version.
patient_id, payer, service_codes[]
Reasoning
1. Resolve payer-specific coverage policy
2. Match service codes against benefits
3. Confirm prior authorization requirement
Outputs
Coverage status, copay, deductible, prior-auth flag
Citations
Aetna policy 0123 · 270/271 response · 2026-04-30
Version history
v3.4.1 · today · expanded MA coverage
v3.4.0 · 12 days ago · added 270/271 fallback
Both call the same model APIs. That's where the similarity ends.
| Dimension | Vendor AI console | Agent Builder |
|---|---|---|
| Built for | Developers integrating the API | Operators running agents in production |
| Agent definition | Prompts in chat threads or source files | Versioned agents with reversible edits |
| Skills | Not a first-class concept | Versioned, testable, portable, citation-aware |
| Cost view | Aggregate billing by API key | Per-agent attribution by team and customer |
| Session review | You build the logging yourself | Searchable transcripts, replay, and QA flags built in |
| Audit | Whatever you wire up after the fact | Every decision traceable by default |
| Integrations | API surface, you wire the rest | Native FHIR, HL7, document stores, identity providers |
Two features that take you from "built" to "trusted."
Agent Testing
Put an agent through its paces before production. Run it against real test cases, auto-evaluate the results, and surface regressions — so you ship changes with confidence instead of guesswork.
- Auto-generated test suites & synthetic data
- Hundreds of scenarios in parallel, in minutes
- Non-technical review for tone, brand & compliance
Agent Insights
Once agents are live, see exactly what happened — every turn, tool call, and decision across the fleet — so you can spot issues, explain outcomes, and keep improving the skills behind them.
- Conversation browser for business users
- Multi-agent trace waterfall for builders
- Tokens, latency, cost & error rates per agent
Workspaces, permissions, and shared skill libraries.
Isolated workspaces
Separate your agents, data, and backend credentials by team, client, or practice — with clean separation so one engagement never bleeds into another.
Role-based permissions
Control who can view, edit, and publish in each workspace. Per-workspace consumption, billing, and plans.
Shared development
Agent building is a team sport. Collaborate on agents, skills, and test scenarios from one shared library and one audit model.
Connect your agents to any system, API, or workflow.
API integrations
Connect to any SaaS or proprietary backend using APIs and securely stored credentials.
MCP servers & plugins
Connect to remote MCP servers and plugins with security tokens and OAuth — browse them all in Connections.
7,000+ Zapier workflows
Trigger millions of workflows across 7,000+ SaaS apps on Zapier.
Agent Skills
Install production-ready skill packages that give your agents domain expertise — healthcare, finance, support, and more.
Full-stack platform. Full-stack governance.
Most AI tools are wrappers on someone else's infrastructure. Agentman owns every layer — which means end-to-end visibility and control that point solutions can't match.
Data lineage
Trace every data point from source to agent action to output.
Audit logs
Immutable event trails for every agent decision and action.
Access control
Role-based permissions, tenant isolation, secrets management.
Deploy your way
Managed cloud today; on-premises and air-gapped options.
Built for operators and business teams — not just AI engineers.
Operations leaders in regulated industries
Healthcare, legal, and financial services teams where the compliance bar is high and a bad agent decision has real blast radius. Per-agent cost, session review, and an audit trail your compliance lead can actually read.
Platform teams standardizing AI internally
The layer your developers build on — one skills library, one audit model, one cost view, clean separation between teams sharing a workspace.
Agencies & services firms
If your business is building agents for clients, Agent Builder is what you deliver on — versioned skill libraries, portable to the client tenant, cleanly separated per engagement.
Medman runs on Agent Builder.
Agent Builder is the platform underneath Medman, Agentman's back-office automation suite for independent medical practices — live across clinical environments today. Every engagement Agentman ships, from healthcare to legal to financial services, runs on the same Agent Builder you sign up for.
"We cut 50 hours of monthly verification calls down to 7. Staff aren't drowning in eligibility calls anymore — they're actually talking to patients."
Three ways in.
Pick the entry point that matches the agent you need to ship and the timeline you have.
Build it yourself
Sign up, clone a starter skill from the public library, and ship your first agent in a week. Self-serve access and the same skill library Agentman's own team works from.
Sign up freeBuild with us
If your first agent is business-critical and you want a senior engineer in the room, our team co-builds with you on Agent Builder. You leave with the agent, the skills, and the playbook — all owned by you.
Talk to SalesHave us build it
For enterprises with a defined scope, a regulated compliance bar, and a production deadline. We design, build, and deploy on Agent Builder, then hand you the keys to a workspace your team owns.
See enterprise engagementsQuestions operators ask before they sign up.
Which models does Agent Builder support?
What healthcare integrations ship with it?
How are agents versioned, and what happens mid-session?
What does pricing look like?
Stop prompting. Start operating.
Build, test, run, and audit production agents from one place.