Scalable Desktop Automations

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Radically reduce error rates with self-healing agents.

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Minicor builds and maintains desktop automations so your teams can focus on closing deals and shipping product.

01

Self-Healing Agents

When a UI changes or an unexpected dialog appears, the agent catches it, adapts, and keeps going. A reflection agent verifies every action against what's on screen and self-corrects before the workflow breaks. No more rebuilding scripts every time a vendor ships an update.

Writing RPAs isn't hard. Maintenance is the killer.

RPA Script
Desktop App
Patient: Johnson, S.
Lab Results
Notes
Orders
Click search
Wait for results
Minicor Agent
Desktop App
Patient: Johnson, S.
Lab Results
Notes
Orders
Click search
Validate results
02

Deploy Anywhere

Computer use agents that run on Windows VMs or in the browser. On-premise, cloud, or Citrix. One API call triggers execution.

Same architecture running in production at 25,000 patients/day.

Minicor Desktop Service
Desktop Agent v2.1.0

C:\Agent> desktop-agent start
03

Built-in Observability

Replay full video recordings of every automation run. Get failure notifications directly in Slack. Debug with screenshots and full execution context instead of guessing.

Debug with context, not guesswork.

M
Desktop Workflow
Workflow Editor
// Workflow: Write to Desktop App
Step 1: Open desktop application
Step 2: Navigate to target screen
Step 3: Fill form fields
Step 4: Submit and verify
Execution History4 runs
Run #1
2 min ago - 12.4s
View
Run #2
15 min ago - 11.8s
View
!
Run #3
1 hour ago - 3.2sSlack alert sent
View
Run #4
2 hours ago - 12.1s
Under the Hood

How Minicor Works

From API call to desktop automation running on a Windows VM. Here's what happens under the hood.

One API call triggers a full desktop workflow. Send the workflow ID and data, get structured JSON back. No SDK, no browser extension.

Your AI system sends one request
POST https://api.minicor.com/workflow/execute
{
  "workflow_id": "write_to_desktop_app",
  "data": {
    "record_id": "8472936",
    "fields": { "note": "Progress note content..." }
  }
}
Minicor Platform
Routing to VM...
Agent navigating desktop...
Writing data...
Verifying write...
Structured JSON response
{
  "status": "success",
  "action": "note_written",
  "verified": true,
  "duration_s": 11.2,
  "data": {
    "record_id": "REC-847293",
    "written_at": "2026-03-03T14:30:53Z"
  }
}

Ready to Unblock Your Pipeline?

Customers go from zero to production in days. If RPAs are holding you back, let's talk.

Or just email us at connect@minicor.com

Frequently Asked Questions

Minicor is the interface between AI and legacy desktop applications: call them like any API. Minicor agentically builds self-healing automations on any no-API system, EHRs, ERPs, DMS, TMS, SCM, CMS, then hands you an API endpoint to call. No integration to build, nothing to maintain.

Most legacy desktop systems have no writable API and never will. Some vendors are actively restricting third-party access. The only way to read or write data is to work the application the way a person does. That is the problem Minicor solves.

Building one RPA is not hard. Running hundreds reliably is. UIs change, edge cases pile up, errors cascade. At scale, even small error rates become catastrophic. Engineering teams end up spending all their time maintaining automations instead of building their core product.

The determinism of an API, the power of AI. Traditional RPA is brittle scripts that break when UIs change. Computer use models improvise every run, which works for demos and falls apart in production. Minicor uses AI agents at build time to write deterministic automation steps, tests them against your real examples until every scenario passes, and keeps production on stable, repeatable code.

Failures become lessons. When a run hits a state the job has not seen, that case becomes a new scenario: an agent re-teaches the job against it, the builder makes it pass, and the fix ships to production as deterministic code. Live traffic is never interrupted, and jobs get more stable the longer they run.

Zero to production in weeks, not months. You teach a job by sending it real API calls, the same requests your product will send. The builder turns them into automation steps, runs them until every scenario passes, and you promote the job to live. See the quickstart at docs.minicor.com.

Yes. SOC 2 Type II certified and HIPAA compliant. The entire platform can also be deployed inside your own cloud, so regulated data never leaves your boundary.

Any legacy desktop or web application, whether it runs locally, in a browser, or through Citrix and RDP. Healthcare EMRs like Athena, Epic, Cerner, and PS Suite. Dental PMS like Open Dental and Dental Vision. Automotive DMS like CDK Global. Supply chain systems like SAP and HighJump. Home health systems like Wellsky and Home Care HomeBase. Financial services platforms for claims, banking, and underwriting.

At docs.minicor.com: a quickstart, guides for teaching and running jobs, the API reference, and instructions for pointing your own coding agents at the platform through the Minicor MCP.