Discovers the real work people do in browsers that never became software.
Repository: https://github.com/AIFrontiersLab/InnovaShadowWorkflow
Most valuable internal processes live in copy-paste across five tabs.
Why now: Computer-use traces can be collected with consent.
What recently changed: Multimodal GUI agents.
Why it was hard before: Screen understanding was too weak.
| Future thesis | The next ERP is compiled from observed work, not workshops. |
| First customer | A 80-person B2B company with chaotic ops |
| Market | Ops tooling |
| Convergence | Computer Use, Persistent Memory |
| Moat | Anonymized workflow corpus. |
Record a consented week of a role, cluster repeated jobs, propose one automatable slice.
- Accept an agent (or human-on-behalf-of-agent) intent
- Enforce scope / policy / evidence
- Execute the smallest useful autonomous step
- Leave an audit trail a human can kill-switch
Consented capture, clustering, proposal UI, optional operator.
Everyone knows shadow process exists.
Privacy kills capture.
- Creepy
- works council issues
- Consent rates
- process mining
- consultants
- People will consent to capture for a week
This project is intentionally scoped to AI and Agentic AI only.
ai agentic-ai autonomous-agents vectra-futurelab prototype computer-use persistent-memory