Agentman · healthcare operations

Agentic harnesses that run healthcare operations.

We turn clinical and practice expertise into reusable software products for healthcare practices and health systems. Agents work the phone calls, faxes and payer portals; staff approve every final action.

See Medman
HIPAA CompliantSOC2 & ISO 27001 Ready
The patient journey · 1:55 · fictional patient data
One patient, six moments

~40 minutes of staff work per patient visit becomes minutes of review.

Practice work runs on phone calls, faxes and payer portals with no API. Our agents operate those channels directly.

  1. 1

    Before booking

    ~10 min of staff time to call her back, re-take insurance and bookEstimate

    TodayMaria calls at 7pm and gets voicemail. Staff call back and re-take her insurance.

    With AgentmanThe voice agent answers and checks her coverage while she’s on the line.

    Voice · Eligibility

  2. 2

    Booked

    ~12 min of staff time per manual eligibility checkCAQH Index 2024

    TodayStaff verify coverage payer by payer, by phone and portal.

    With AgentmanThe eligibility agent re-checks the day before and flags a second plan and who pays first. Staff see only exceptions.

    Eligibility · Coordination of benefits

  3. 3

    The visit

    ~5 min of staff time at the desk on coverage and copay questionsEstimate

    TodayCheck-in stalls on coverage and copay questions.

    With AgentmanAlready verified, and her share is worked out from her plan, so the desk collects it at check-in.

    Eligibility · Patient share

  4. 4

    After the visit

    ~14 min of staff time per manual prior auth, before any denial reworkCAQH Index 2024

    TodayHer prior-auth fax is re-keyed into a payer portal by hand.

    With AgentmanThe fax lands in the agent inbox. The prior-auth agent builds the case from her chart, asks you when something is missing (never guesses), drafts the form and stops. You press Submit.

    Inbox triage · Prior auth

  5. 5

    Refill

    TodayHer refill call and the pharmacy fax arrive separately and wait on a sticky note.

    With AgentmanBoth become one request in your queue. Next: the refill prepared for her doctor to approve.

    Inbox triage

  6. 6

    The claim

    TodayDenials pile up in the clearinghouse until someone has time to sort them.

    With AgentmanDenials are analysed so staff work the ones worth appealing. Next: the appeal drafted for review.

    Denial analysis

Staff approve every final action.

Maria is an illustrative patient. Staff times are from the CAQH Index 2024 where cited; the other steps are estimates.

Medman · practice operations

Agents that hand off to each other.

  1. Live

    Voice

    Answers every call, after hours included, and routes it to whoever owns the next step.

  2. Live

    Eligibility

    Verifies coverage before the schedule is set. Returns exceptions, not tasks.

  3. Live

    Prior authorization

    Matches payer rules, pulls chart context, fills the portal, leaves a draft to approve.

  4. Live

    Inbox triage

    Fax, portal and voicemail land in one queue, routed to whoever owns the next step.

  5. Result

    The claim goes out clean

    Coverage and authorization, the two biggest front-end denial causes, were settled before the visit.

Coming
  • Denial discovery
  • Claims coding
  • Claims submission
  • Rx refills
  • Booking

What denial discovery learns updates what eligibility and authorization check next.

In practice: Trinity Wellness Center

“It's been making check-ins go so much quicker than it has been before.”

Kameryn Nixon, front office, Trinity Wellness Center

Behavioral health, North Carolina

“The human can have oversight so no mistakes are made.”

Dr. Tom Mathew, Trinity Wellness Center, on inbox triage

One harness. Two healthcare products.

Practice operations · Independent practices

Medman

For independent practices, front and back office. Agents answer the phones, check eligibility, sort the fax inbox and prepare prior authorizations; staff approve every submission.

See Medman
Life-critical clinical operations · Health systems

Life-critical clinical operations

Co-created with a leading health system, to expedite and optimize life-critical clinical procedures. Currently in build.

Why it compounds

A software products company, not a services firm.

We co-create each product with leading domain experts and keep the IP.

  1. Partner.

    A leading expert brings us their hardest workflow and funds or hosts the build.

  2. Prove.

    We go live inside their operation and measure the result.

  3. Sell.

    We take the product to their peers. We keep the IP; partners share in the royalties.

A harness runs an expert's workflow the way they would: it holds the case, calls the tools, checks its own work, and stops for a human at the right moments. Skills, evals and connectors built for one product transfer to the next.

Segments
Independent practices (front + back office) · Health systems (life-critical clinical ops)
Shared harness
Agents · Skills · MCPs · State · Evals · Approvals
Models
Frontier models, run under our healthcare BAA
Governance

Staff approve every final action.

The agents handle the calls, checks, faxes and portal logins in between.

  • Scoped access

    Manage access to workspaces, skills, and connected systems.

  • Reviewable work

    Inspect agent activity and the information behind an output.

  • Human checkpoints

    Configure review points and escalation paths for the workflow.

  • Controlled changes

    Track skill versions and review changes before rollout.

Built for HIPAA. We sign a Business Associate Agreement before any patient data moves.

HIPAA, ISO 27001 and SOC 2 ready. Compliance audits underway.

Review security and governance

Led by healthcare and operations executives

  • Prasad Thammineni

    Founder & CEO

    Former VP of Frontier AI at Salesforce. Five-time founder.

  • Moshe Ojeda

    Co-founder, Head of Agentic Engineering

    Former Head of GenAI Engineering at Rappi.

  • Debby Wang

    VP, Agentic GTM

    Former Senior Director of Business Operations at Walmart Connect.

  • Sachin Gangupantula

    VP, Agentic Healthcare · Founding design partner

    Ten years running independent practice operations.

Meet the team
FAQ

Questions about Agentman

What is Agentman?

Agentman builds agentic harnesses that run healthcare operations: Medman for independent practices, and life-critical clinical operations for health systems. Agents work the phone calls, faxes and payer portals; staff approve every final action.

What is an agentic harness?

An agent system built for one expert job, end to end. It holds the case, works the tools and records, checks its own work, and stops for a person where judgment or sign-off belongs.

How does Medman fit?

Medman is Agentman's product for independent practices, front and back office. Its voice, eligibility, prior authorization (beta) and inbox triage agents are live, and they hand off to each other so the claim goes out clean.

Do you work with health systems?

Yes. Our second healthcare product is being co-created with a leading health system, to expedite and optimize life-critical clinical procedures. It is currently in build. If you run clinical operations at a health system, talk to us.

How do people stay in control?

Staff approve every final action. The agents handle the calls, checks, faxes and portal logins in between, and stop for a person where judgment or sign-off belongs. We sign a Business Associate Agreement before any patient data moves.

Let's talk.

Whether you run a practice or a health system, or you invest in companies like ours, we'd like to hear from you.

prasad@agentman.ai

Call (650) 285-1019Our AI receptionist answers.