A proprietary six-dimension framework. Run on our own business. On regulated insurance. On commercial real estate. On large-scale support ops.
Same framework. Every industry. Same outcome — clarity.
Workflows scored across engagements
High-risk automations blocked before a line of code was written
Avg execution time reduction across internal AI workflows
Support cost reduction identified at a music distribution platform
AI runs this end-to-end. Low error cost, recoverable mistakes, no downstream compounding. Build these first.
AI does intake, analysis, drafts, prep actions. A human gate exists before the point of no return — send, submit, approve, refund, delete.
Keep it human-led. AI can surface reference material — it does not own the decision. The framework tells you exactly which dimension is driving the risk.
Severity of harm when the model is wrong.
Cost and feasibility of unwinding the error.
Whether the output cascades into downstream systems.
Quality and coverage relative to the real-world
alternative.
Whether the answer exists in your data or must be synthesized.
Latency between failure and detection.
Teams automate what's visible, not what's viable. Score one workflow against six dimensions and get a clear verdict — automate, human-in-the-loop, or don't.
Every planned AI deployment scored before writing code — from odometer reads to claims settlement and underwriting.
A boutique CRE firm modernizing with AI. Inquiry response, listing intake, invoicing, document drafting — all scored before any build call.
Full support operations scored against annual cost-of-service data to prioritize the AI build roadmap.
Walk us through what you're running or planning.
We map the full picture before scoring.
Every workflow gets a number and a verdict.
Automate these. Gate these. Don't touch these yet — and why.
