Industries

Three regulated sectors where capability-first pilots reduce risk before changes go live.

Healthcare (admin ops)

Example workflows

  • Scheduling and rescheduling rules
  • Prior auth and eligibility checks
  • Billing exceptions and follow-up

Common metrics we track (examples)

  • Time from intake to resolved billing exception
  • % of claims needing manual rework
  • Approval cycle time for prior auth

Legal ops

Example workflows

  • Intake and triage for new matters
  • Document review routing and exceptions
  • Matter status updates and approvals

Common metrics we track (examples)

  • Time to route a new intake request
  • % of matters missing required context
  • Escalation rate for exceptions

Construction / PDS

Example workflows

  • Change order approvals and thresholds
  • Bid review and compliance checks
  • RFI routing and escalation

Common metrics we track (examples)

  • Cycle time for change orders
  • % of bids needing rework
  • Aging of RFIs by status

What stays consistent

Across industries, the same pattern holds: clarify decision rights, compress handoffs, and enforce governance with evidence before cutover.