Build and edit AI agents
Define instructions, attach skills, configure tool access, and set human checkpoints from one editor. Edits are versioned and reversible, so a bad prompt change stops being a Friday-night incident.
Agentman Studio
The operations layer for AI agents.
Studio is the single UI where teams build, manage, monitor, and audit the AI agents running their business. Versioned skills, session review, per-agent cost attribution, and audit trails, built for operators rather than API developers.
- HIPAA Compliant
- SOC 2 Type II
- ISO 27001 Ready
The problem
Most AI consoles weren't built for agent operators.
Model vendor consoles were built for developers shipping their first integration, and they do that job well. The work changes once an agent is live. Agent definitions live in one place, session logs in another, and costs are buried inside a billing UI that mixes API keys with telemetry an operator does not need to see.
That arrangement breaks down once you are running twenty agents across multiple teams or 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. Studio is the UI that should exist for that work.
What Studio is
An operations layer for any frontier model.
Studio connects to the leading frontier model providers through native APIs, with no proprietary wrapper in between. Every model capability stays available; Studio adds the operations layer model providers do not build, including versioned skills, session review, agent-level cost attribution, and audit trails, in a UI designed for the person running agents rather than the person calling an API.
Operators, builders, compliance
Agentman Studio
SkillsSessionsCostsAudit
Frontier models, native APIs, no wrapper
What you do in Studio
Six surfaces, one workspace.
Every screen below ships with Studio today. No add-ons, no separate consoles, no waiting list.
Sessions and conversations
Every conversation is searchable, filterable, and exportable. Review what users asked, what the agent read, what it decided, and what it produced. Replay a flagged session against a new skill version to confirm the fix.
Versioned, testable skills
Skills are first-class objects. Inputs, reasoning steps, outputs, and citations live together, written in natural language, version-controlled, and tested against real documents before anything ships to a patient or customer.
Costs, usage, and telemetry
Per-agent cost attribution, not a flat invoice. See which agent drives spend, which skill is token-heavy, which customer cohort consumes what, with latency and error rates alongside.
Audit and compliance
Every agent decision is captured with skill version, source citation, timestamp, and operator. Your compliance team reviews a trail, not a black box, and exports it in formats your auditors already accept.
System integrations
Native connectors for healthcare standards (FHIR, HL7), document stores, identity providers, and the SaaS platforms regulated industries already depend on. Bring data in, push results out, keep PHI under your controls.
Studio vs. vendor AI consoles
Both call the same model APIs. That's where the similarity ends.
| Dimension | Vendor AI console | Agentman Studio |
|---|---|---|
| Built for | Developers integrating the API | Operators running agents in production |
| Agent definition | System 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 |
Want to see Studio against your stack? Sign up free, or have an Agentman engineer walk you through it on a 30-minute call.
Skill anatomy
Skills are first-class objects.
A skill in Studio is a structured procedure with named inputs, explicit reasoning steps, typed outputs, source citations, and a version history you can roll back. Skills are written in natural language, tested against real documents, and portable across agents.
The same skill that verifies eligibility on Tuesday can be cloned, edited, and shipped on Thursday without breaking the agents already running the previous version.
Browse the public skill library at myAgentSkills.aiskills/eligibility-verificationv3.4.1
- Inputs
patient_id,payer,service_codes[]- Reasoning
1. Resolve payer-specific coverage policy.
2. Match service codes against current benefits.
3. Confirm prior authorization requirement.
- Outputs
- Coverage status, copay, deductible remaining, prior auth flag
- Citations
- Aetna policy 0123, 270/271 response, 2026-04-30
- Version history
v3.4.1 · today · expanded Medicare Advantage coverage
v3.4.0 · 12 days ago · added 270/271 fallback
v3.3.5 · 5 weeks ago · tightened copay parsing
Who Studio is for
Three kinds of teams use Studio.
Operations leaders in regulated industries
Healthcare, legal, and financial services teams where the compliance bar is high and the blast radius of a bad agent decision is real. Studio gives you per-agent cost, session review, and an audit trail your compliance lead can actually read.
Platform teams standardizing AI agents internally
AI enablement and platform groups supporting many internal AI use cases. Studio is the layer your developers build on, with one skills library, one audit model, one cost view, and clean separation between teams sharing the same workspace.
Agencies and services firms shipping agent deliverables
If your business is building AI agents for clients, Studio is what you deliver on. Versioned skill libraries, portable to the client tenant, with clean separation between customer environments so one engagement does not bleed into another.
Proof
24 months in productionMedman runs on Studio.
Studio is the platform underneath Medman, Agentman's back-office automation suite for independent medical practices, live across clinical environments today. Every agent engagement Agentman ships, from healthcare back offices to legal reasoning libraries to financial services skill sets, runs on the same Studio you sign up for.
- of eligibility checks automated, no human in the loop
90%
of eligibility checks automated, no human in the loop
- monthly verification hours, Valley Diabetes & Obesity
50 → 7
monthly verification hours, Valley Diabetes & Obesity
- projected annual savings per provider
$107K–$149K
projected annual savings per provider
- payers integrated for eligibility and benefits
2,700+
payers integrated for eligibility and benefits
“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.”
Where Studio fits
One layer in the Agentman lifecycle.
Studio is where agents are built and run day to day. AgentForge tests them against hundreds of scenarios before release. AgentLens traces what they do once they ship. AgentWatch (in early access) wires alerts and SLAs around the portfolio. The four products share one skills library and one audit model, so nothing has to be re-stitched between stages.
Test
AgentForge
Hundreds of scenarios in parallel
Build & run
AgentStudio
Skills, sessions, costs, audit
Trace
AgentLens
Conversation-level observability
Monitor
AgentWatch
Alerts and SLAs, early access
Coming next
Get started
Three ways in.
Pick the entry point that matches the agent you need to ship and the timeline you have for shipping it.
Build it yourself
Sign up for Studio, clone a starter skill from the public library, and ship your first AI agent in a week. Self-serve access, public documentation, 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, Agentman's team co-builds with you on Studio. You leave the engagement with the agent, the skills, and the operating playbook, all owned by you.
Talk to a Studio engineerHave us build it
For enterprises with a defined scope, a regulated compliance bar, and a production deadline. Agentman designs, builds, and deploys production agents on Studio, then hands you the keys to a workspace your team owns end to end.
See enterprise engagementsFrequently asked
Questions operators ask before they sign up.
How does Studio relate to AgentForge and AgentLens?
Studio is where agents are built and run. AgentForge runs hundreds of test scenarios against an agent before release, so a skill update never reaches a customer untested. AgentLens traces conversations and multi-agent calls in production. The three share one skills library and one audit model.
Which models does Studio support?
Studio is model-agnostic. Connect to leading frontier model providers through native APIs and pick the model per agent based on cost, latency, and quality. The operations layer (skills, citations, audit) is the same regardless of which model an agent calls, so swapping a model later does not invalidate your skill library or your audit history.
What healthcare integrations ship with Studio?
Native FHIR and HL7 connectors, eligibility and benefits across 2,700+ payers, support for the major EHR vendors used by independent practices, document stores for clinical records, and identity providers for SSO. PHI stays under your tenant boundaries; Agentman is a HIPAA-compliant processor with a BAA available on request.
What is the compliance posture?
HIPAA Compliant with BAA coverage, SOC 2 Type II, and ISO 27001 Ready. Every agent decision is captured with skill version, source citation, timestamp, and operator. Audit exports are available in the formats internal and external auditors already accept.
How are agents versioned, and what happens mid-session?
Agents and the skills they call are versioned together. Sessions in flight finish on the version they started on, so a deploy in the middle of a patient intake does not change the agent's behavior partway through. New sessions pick up the new version. Roll back any release in one click; the audit log records who shipped what, when.
What does pricing look like, self-serve and enterprise?
Self-serve starts free, with usage-based pricing tied to the underlying model calls. Enterprise pricing reflects deployment scope, integration surface, and compliance requirements. Contact sales for a quote.
Stop prompting. Start operating.
No credit card required for the free tier. Enterprise scoping calls run 30 minutes.