← ar-group.ai
Service /// 7-day sprint

Quick Signal

A fast, high-signal sanity-check for AI / deep-tech projects. We identify failure modes, hidden assumptions, and “points of no return” before they become expensive.

What you get

Deliverables

  • Failure Modes Map (what breaks first, how, and why)
  • Assumption Audit (which assumptions are load-bearing)
  • Irreversibility Points (decisions that lock you in)
  • Next Tests (proof-of-work experiments, not slides)

Best for

  • Teams shipping fast and accumulating unseen risk
  • Founders before raising / scaling / hiring
  • R&D projects that “look good” but feel fragile
  • Human–AI workflows where intent drifts

Default posture: containment-firsthuman-in-the-loop • structure > narrative.