Verified last-mile execution

Automate the work your systems still make people do.

Show OpenAdapt a repeated task once. It runs the approved workflow through the browser, desktop, RDP, or Citrix interface your integrations can’t reach, verifies the result, and stops for review rather than guessing.

Zero model calls on healthy runsCustomer-controlled executionMIT-licensed runtime

A success banner proves what the screen displayed. OpenAdapt checks what actually changed.

See it run

From a demonstrated task to a verified result

The same program, twice: once proving the change landed, once refusing a result its independent check contradicts.

In a fault-injection study, screen-only checking accepted 54 of 90 wrong results. A complete system-of-record read accepted 0 of 90. Read the study

OpenAdaptObservingStep 1 of 6Observing the application
0:00 / 0:00Evidence

Guided view synchronized to the exact retained runtime timeline; raw footage remains unchanged.

  1. 1
    DemonstrateCapture the task and its evidence.
  2. 2
    ExecuteReplay the compiled workflow locally.
  3. 3
    Verify or haltProve the effect, or stop for review.
Real applicationsThree
Model calls in a healthy run0
Unverified production runHalts
OpenAdapt mobile interface asking an authorized operator to select an approved exception route
Exact public Cloud capture · synthetic exception-routing case

Human decision

Ask a person when the workflow reaches a real judgment call.

OpenAdapt pauses at an approved policy choice and asks one authorized person one clear question. Before it continues, the runner checks the live application again.

See the full human judgment demo

Customer result

Recovering missed billables with automated RVU audits

OpenAdapt now handles the repetitive EMR evidence collection and spreadsheet reconciliation behind Dr. Victor Abrich’s monthly RVU audits. The workflow helps recover about $75,000 a year in missed billables and saves several hours of physician time each month.

Dr. Victor Abrich, MD
Board-certified cardiac electrophysiologist
A US cardiology electrophysiology practice

Disclosure: Dr. Abrich is the founder’s brother. This is OpenAdapt’s founding deployment, not independent validation.

Read the case study

≈$75,000

in missed billables recovered per year

Several hours

of physician audit work saved each month

More complete

audits than manual review alone

How it works

One demonstrated task becomes one approved program

The recording starts the work. Qualification defines what the program may do and what evidence counts as success.

  1. 1

    Show the task

    Record one bounded workflow in its real application. OpenAdapt retains the actions and the evidence around each step.

  2. 2

    Qualify the program

    Review the compiled steps, identities, expected results, failure cases, and target environment before you approve a version.

  3. 3

    Run and verify

    Replay the approved program. OpenAdapt checks the declared result, stops on uncertainty, and keeps each repair behind the same review gates.

Inside the program

See the program compare recorded evidence with the live application.

OpenAdapt ties each compiled action to the evidence that created it. Play the exact trace below, or switch to the safety halt. It won’t act when the current evidence can’t prove one safe target.

Inspect the full method
Program State ConsoleRepresentative synthetic program
v38d9c…42afpublic synthetic
Program artifact
  1. Recorded evidence
  2. Compiled program v3
  3. Repair candidate v4
  4. Review and trials
  5. Active v4
One live run
  1. 1Current observation
  2. 2Resolve target
  3. 3Identity gate
  4. 4Act once
  5. 5Screen check
  6. 6Effect check
  7. RUNNING
01 / 09
ObserveInput contract acceptedevent 01

The field moved. The retained evidence still proves one target, so the run continues.

1 of 9: Input contract accepted
Exact synthetic traceTarget geometry never interpolatesNo model call in this run

A strong first workflow

Start where an error has a cost and the result can be checked

  • One person can demonstrate it from start to finish.
  • A wrong action costs money, time, or compliance standing.
  • The result can be checked independently, or by reacquiring the record.

All six criteria, and why each one matters

Browser, desktop, and remote

Use one verified workflow across the interfaces you use

The same workflow, and the same checks, whether the application is a web page, a desktop program, or a remote session.

  • Browser

    Any web application.

  • Native desktop

    Windows, macOS, and Linux applications.

  • Remote applications

    RDP, Citrix, and VDI sessions.

Run it on our managed runners, or entirely inside your own boundary. See Cloud pricing

What each surface uses, and what it supports todayReview the security boundary

Commercial offer

Start with one workflow

OpenAdapt Community

Free and MIT licensed. Everything runs on your own machine, with no account and no Cloud service.

Workflow Qualification Sprint

From $15,000

A working prototype of your workflow and a signed go/no-go answer, in ten business days.

Start your first workflow

We assess one named workflow, application, environment, identity contract, effect verifier, failure boundary, deployment path, and ROI. Complex native, RDP, and Citrix scopes are typically $25,000–$40,000.

OpenAdapt Cloud

$500.00/month

Up to 10,000 workflow runs/month

Managed browser runs, with their history and evidence in one place.

See Cloud and enterprise pricing

Includes controlled workflow updates. We scope enterprise qualification, regulated deployment, and SLAs separately.

Building this into your own product? OpenAdapt Execute

OpenAdapt Cloud

See every approved workflow, run, and result in one place

When a run needs a person, it asks, on your phone. The answer and the evidence behind it stay attached to the run.

The OpenAdapt Cloud workflows dashboard at app.openadapt.ai: approved workflows, compiled bundle versions, and run history in the real hosted product.

Dashboard. Approved workflows, compiled bundle versions, and run history in one hosted dashboard.

Real OpenAdapt Cloud interface

Data and control

Keep sensitive work in the boundary you approve

  • Customer-controlled execution for sensitive and remote work
  • Local processing for live screenshots, OCR, identities, and secrets
  • Explicit network and model policy for every production profile
  • Signed, sealed, versioned, and independently verifiable artifacts
  • Evidence-backed VERIFIED or HALTED outcomes
  • MIT-licensed local runtime with a commercial enterprise control plane

Open the trust center

Workflow fit review

See if one workflow fits

Tell us the task and how you check the result today. You get an honest answer on fit, the risks, and how it would run.

Start the fit review