This page outlines the proposed scope for the India-based team, paired with how each task helps train or improve the AI Engine. The team isn’t just doing operations—they’re training our AI infrastructure.

  1. Detect a manual task or burden
  2. Design a workflow
  3. Test it with a human
  4. Improve it
  5. Pass the process to the AI Engine for automation + AI Insights
  6. Repeat with the next task

Automation Engineer Role

Automation Engineer Role

Sourcing Specialist

🧠 Vision

The India team is not just performing tasks—they are augmenting the AI Engine: automation, precision, and scale.


Areas of Impact:

1. Reporting

Task How It Improves the AI Engine
Improve weekly presentations for Mike/Michelle AI learns preferred formatting, tone, and detail for exec-ready reporting
QA client data (Sutro sync, hypothesis if mismatched) Trains AI to detect anomalies, suggest causes, and improve queries

2. Research