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29 posts
July 15, 2026
CDK Automation for Auto Dealerships
Minicor automates CDK Global, Reynolds & Reynolds, DealerSocket, and other dealership management systems without an API. Dealerships and automotive software teams use Minicor to pull inventory, process deals, and sync data across systems.
July 15, 2026
Automating Legacy ERP Systems Without Touching the Source Code
Legacy ERP systems like SAP GUI and Oracle Forms have no API. Minicor automates them with deterministic code and a self-healing recovery layer.
July 15, 2026
Automating Insurance Claims Processing on Legacy Desktop Systems
Insurance claims run through legacy Windows applications with no API. Minicor automates them with deterministic code and a self-healing recovery layer.
July 15, 2026
Why RPA Bots Break on Legacy Desktop Apps and How to Fix It
Learn why RPA bots break on legacy systems like Epic or CDK. Discover how self-healing automation uses reflection agents to fix brittle selectors for AI startups.
July 15, 2026
Scaling Desktop Automation from Five Bots to Five Hundred
Most RPA deployments stall at a handful of bots. Scaling to hundreds requires orchestration and session management that traditional tools were not built for.
July 15, 2026
The Hidden Cost of Keeping Legacy RPA Bots Running in Production
RPA vendors sell on build time. Nobody talks about the 90% of effort keeping bots alive after deployment. Here is what that maintenance actually costs.
July 15, 2026
Why Your RPA Total Cost of Ownership Is Higher Than You Think
License fees are the beginning. Factor in maintenance, failed runs, and downtime. The true cost of traditional RPA is three to five times the sticker price.
July 15, 2026
How to Automate SAP GUI and Legacy ERP Desktop Applications
SAP GUI, Oracle Forms, and Sage 300 run critical work on desktop. Deterministic replay drives the automation, with a computer use agent recovering on UI changes.
July 15, 2026
How to Automate CDK Global and Dealer Management Systems
CDK Global and Reynolds won't grant API access. Minicor automates their DMS desktop apps with deterministic workflows plus a computer use agent for recovery.
July 15, 2026
Why AI Companies Lose Deals (It Is Not the AI)
The AI works. The model generates the note, processes the invoice, classifies the document. Then the output needs to go into a legacy system with no API. That is where deals die.
July 15, 2026
What Makes Healthcare EHR Automation Different
The stakes are different. The UIs are deceptive. Session management is brutal. Here is what you learn when you automate EHRs in production.
July 15, 2026
Split Reasoning from Grounding: Why Two Models Beat One
Asking one model to both decide what to click and predict where it is on screen is asking it to do two very different jobs at once. We found that splitting them changes everything.
July 15, 2026
Citrix and Remote Desktop Automation with an Agentic Interface
Citrix and RDP environments are common in enterprise. An agentic interface works through the visual layer, making it ideal for remote desktop automation.
July 15, 2026
Self-Healing Automation: What It Means Beyond the Marketing
Every automation vendor claims self-healing. Here is what actually happens under the hood when a production automation encounters something unexpected.
July 15, 2026
Home Health EHR Automation: Wellsky, HCHB, and Kinser
Home health agencies run on desktop EHR systems with no APIs. AI companies serving this vertical need to automate referral intake, patient data entry, and scheduling.
July 15, 2026
When Clicking Is the Wrong Answer
Some tasks are fundamentally computational. Summing a spreadsheet column, parsing a PDF, renaming files. Clicking through a GUI for these is slow and fragile. The agent should know when to write code instead.
July 15, 2026
How to Automate Athena EHR Without API Access
Athena's on-premise desktop EHR has no writable API. Here is how an agentic interface automates it reliably in production.
July 15, 2026
EHR Automation Without APIs: An Interface for Legacy Health Systems
Healthcare EHRs rarely expose APIs. An interface layer gives deterministic, component-level access to legacy EHR systems at production scale.
July 14, 2026
Silent Failures: When the Automation Runs Fine But the Data Is Wrong
The worst kind of failure is not a crash. It is when the automation completes 'successfully' and puts data in the wrong field. Nobody finds out for hours.
July 14, 2026
Capture the Path Once, Then Run It Deterministically
The first run explores a legacy application. Every run after should follow a compiled, deterministic path instead of reasoning from pixels again.
July 13, 2026
Why Every Action Needs a Verification Step
One missed click without a check cascades into five more bad actions. One missed click with a check gets caught in three seconds. The math is simple.
July 13, 2026
The Bottleneck Is Not AI Capability. It Is Legacy System Deployment.
AI models work. The problem is getting their output into legacy systems never designed for programmatic access. Deployment is the real bottleneck.
July 9, 2026
EHR Automation for Healthcare and Healthtech
Minicor automates electronic health record systems - Epic, Cerner, Athenahealth, and others - without an API. Healthcare teams and healthtech companies use Minicor to read patient records, enter clini
July 9, 2026
The Compound Failure Math That Makes Click Accuracy Critical
95% per-click accuracy sounds great. On a 20-step workflow, it means two out of three runs will have at least one misclick. Here is why recovery matters more than accuracy alone.
July 9, 2026
The Three Ways Traditional RPA Fails in Production
Traditional RPA can't verify actions, can't handle expected failures, and becomes unmaintainable spaghetti. Here is why each breaks in production.
July 8, 2026
How AI Agents Work With Legacy Software
Minicor is the infrastructure layer that gives AI agents access to legacy desktop software. When an agent needs to read from or write to a system with no API, Minicor interfaces with that systems and
July 8, 2026
How to Automate Software With No API
Minicor is a desktop automation platform that lets engineering teams and AI agents automate any legacy software, even when there is no API, no integration, and no documentation.
July 8, 2026
What Is a Self-Healing Automation?
A self-healing automation detects when something has gone wrong, identifies what changed, and corrects itself without human intervention. Here is how it works and why it matters for legacy software.
July 8, 2026
Production RPA Observability: Beyond Dashboards and Log Files
When a desktop automation fails, you need to see what happened on screen. Log files are not enough. Visual replay changes how fast you resolve issues.