The Problem
Software still runs the world. Half of it can't be automated.
The world runs on legacy web apps, vendor portals, government systems, ERPs, and internal tools. Most of this software will never expose an API. It was built for humans clicking through screens, not machines.
No APIs will ever exist
Most enterprise software vendors have no incentive to expose APIs. The interfaces are intentionally closed. It hasn't happened in 20 years. It's not happening now.
Legacy systems resist change
Insurance portals, healthcare admin, banking back offices, government forms: critical infrastructure that was never designed for machine interaction and never will be.
Humans are still clicking
Companies pay humans, offshore teams, and BPOs to manually operate software. Costs have gone up. Hiring is harder. Reliability is worse. The ROI bar for automation has dropped dramatically.
The Gap
AI can finally think. It still can't do.
Can decompose tasks, reason through workflows, and recover from errors
Only understands clicks, keystrokes, focus changes, and timing
For the first time, thinking is cheap. Doing is not. AI models can plan multi-step workflows and recover from errors, but they have nowhere reliable to execute those plans. That mismatch is the bottleneck.
We built the execution layer that bridges this gap.
See Our Approach →