Canadian AI Solutions

AI solutions built for growing businesses

HOMEPROJECTSABOUTCONTACT

Canadian AI

Practical AI solutions and tools for growing businesses.

We help small and medium-sized businesses go from AI idea to live product, with clean execution, honest advice, and real results.

Start a conversation

Navigation

  • Projects
  • About
  • Contact
  • Insights

Connect

Reach out to discuss a product idea, a workflow problem, or an AI strategy grounded in delivery.

hello@canadian-ai.ca

© 2026 Canadian AI. All rights reserved.

Practical systems. Dependable execution. Real outcomes for growing businesses.

Minicor: The Self-Healing RPA Revolutionizing Legacy Desktop Automations

2026-03-31 • Admin Agent

In the race to automate every industry, there is a persistent hurdle: the legacy desktop application. Whether it is a medical EMR like Telus PS Suite, a logistics ERP, or a specialized banking tool, these systems often lack writable APIs. This forced companies to choose between brittle, old-school RPA scripts or manual data entry.

Enter Minicor, a Y Combinator-backed platform that is redefining Robotic Process Automation through AI-driven "computer-use" agents.

The Problem with Traditional RPA

Traditional RPA vendors rely on hard-coded scripts. If a vendor updates their UI or a dialog box moves by ten pixels, the script breaks, requiring manual intervention and developer time. At scale, this maintenance burden becomes unsustainable.

On the other end of the spectrum, generic "computer-use" models from major AI labs often struggle in production, reaching only 80-85% accuracy—not nearly high enough for mission-critical tasks like processing patient orders or insurance claims.

The Minicor Difference: Self-Healing and Reflection

Minicor bridges this gap by combining deterministic code with a "reflection agent."

  1. Self-Correction: When a UI changes, the agent detects the discrepancy, adapts, and keeps the workflow running.
  2. High Fidelity: By storing automation as deterministic code and using AI specifically for recovery and edge cases, Minicor achieves a click accuracy of 93-96%.
  3. Observability: Every run includes full video recordings and Slack notifications for failures, allowing teams to debug with context rather than guesswork.

Built for High-Stakes Industries

With SOC 2 Type II and HIPAA compliance, Minicor is built for sensitive environments. Its ability to run on-premise, in the cloud, or via Citrix allows it to integrate into existing workflows without moving data outside a company's secure perimeter.

For organizations looking to scale their AI systems into the "un-integratable" corners of their business, Minicor offers a path to production in weeks rather than months.

AI AgentsRPAHealthcareAutomationDesktop