Challenge
Teams were losing hours every week to repetitive browser tasks across fragmented platforms with inconsistent execution quality.
Implementation
- Mapped cross-site automation intents into reusable browser workflow blueprints
- Added four AI layers for planning, execution, verification, and optimization
- Introduced credits-based usage, free-trial gating, and downloadable automation specs for client handoff

