OpenAdapt.AI
VERIFIED AUTOMATION FROM DEMONSTRATION1,690 stars on OpenAdapt· 263 forks

Automate the work your systems still make people do.

Show OpenAdapt a repeated task. It compiles the demonstration into a deterministic program for browser, desktop, RDP, or Citrix, then verifies the result before it reports success.

Healthy runs make no model calls. An unverified production run stops.

pip install openadaptRun it locallyMIT licensed · no account required

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

See it run

From a demonstrated task to a verified result

Watch the source demonstration, the compiled replay, and the independent result check in three real applications.

OpenAdaptObservingStep 1 of 33Observing 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.
Three real applicationsOpenEMR · Frappe Lending · openIMIS
One execution contractDemonstrate → replay → verify or halt
Healthy compiled runs0 model calls
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

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.

A strong first workflow

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

A good candidate repeats often, follows stable rules, and ends in a result that another system or session can verify.

Use this quick fit check

  • A person can demonstrate the task from start to finish.
  • Inputs are mostly structured and the business intent stays stable.
  • The target application has no practical write API for the last mile.
  • A wrong action has operational, financial, or compliance cost.
  • The resulting state can be checked independently or by reacquiring the persisted record.
  • The workflow repeats often enough to justify qualification.

Browser, desktop, and remote

Use one verified workflow across the interfaces you use

OpenAdapt keeps the workflow and its safety checks separate from the controls used in each application. Each surface uses the strongest evidence it provides.

Browser runs in production today; desktop, RDP, and Citrix run through customer-controlled qualification. Each surface carries its own measured acceptance evidence, published per surface in the qualification evidence.

Browser

Use DOM, accessibility, visual, and interaction evidence to run approved web workflows.

Native desktop

Operate Windows, macOS, and Linux applications through native accessibility plus retained visual evidence.

Remote applications

Operate RDP, Citrix Workspace, and VDI through pixels, keyboard, and mouse, with the same identity and result checks.

Choose the execution boundary

Managed execution

Use the OpenAdapt control plane and managed runners for approved browser and non-sensitive workloads.

See Cloud pricing

Customer-controlled deployment

Run sensitive data, native applications, RDP, Citrix, private networks, and restricted-egress workflows inside your boundary. External black-box remote execution does not require software inside the managed session.

Review the security boundary

Commercial offer

Start with one workflow

OpenAdapt Community

Free and MIT licensed. Record, compile, qualify, and run locally with no account or Cloud service.

Workflow Qualification Sprint

From $15,000

We target a decision within ten business days. We assess one named workflow, application, environment, identity contract, effect verifier, failure boundary, deployment path, and ROI. You receive a qualified prototype and a signed go/no-go report.

Complex native, RDP, and Citrix scopes are typically $25,000–$40,000.

Qualify one workflow

OpenAdapt Cloud

$500.00/month

Up to 10,000 workflow runs/month

Run approved browser workflows with managed runners, run history, evidence, and controlled updates. We scope enterprise qualification, regulated deployment, and SLAs separately.

See Cloud and enterprise pricing

OpenAdapt Execute gives vertical software and service providers a verified last-mile execution API. Explore OpenAdapt Execute.

OpenAdapt Cloud

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

The hosted product at app.openadapt.ai connects each workflow version to its runs, evidence, and reports. When a run needs a person, it sends one focused mobile request.

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 application, environment, repeated task, and how you confirm the result. We will assess the fit, main risks, verifier, and deployment path.

Start the fit review