Internal and legacy systems
Prepare operational software, internal tools, databases, and connected workflows for controlled agent use without requiring a wholesale replacement.
- Expose reliable read and action paths
- Clarify data meaning and ownership
- Add identity, permissions, review, and recovery
- Replace brittle screen automation where practical