Operating intelligence for the AI your team already uses
Mica makes it specific and testable inside ChatGPT or Claude, using verified market evidence and business context you approve.
ChatGPT or Claude
Compare answers
You
What should I change to win more roofing jobs around here?
Without Mica
Review local competitors, respond faster, strengthen your offer, and consider adjusting price.
With Mica
ILLUSTRATIVE WORKFLOW
Test storm-timed follow-up and faster quotes in older-housing areas before cutting price.
Measure
Close rate and margin by timing and area cohort.
Verified market evidence is live. Business context and decision history are configured with each customer.
LIVE FOUNDATION
Verified public observations retain source, date, geography, industry scope, quality state, and interpretation limits.
584,922verified observations
Live database read-back, July 22, 2026
Snapshot date
SCOPED WITH YOU
Only the systems and fields needed for the decision, admitted for the purpose and access you approve.
SCOPED WITH YOU
Approved tests and observed outcomes become comparable evidence for the next decision after activation.
Private systems stay out until you approve the source, fields, purpose, and access. AI access requires customer activation.
Marketing is the first live application, not the product boundary. Revenue, operations, and finance workflows are scoped with each customer.
LIVE APPLICATION
Published examples prove the workflow can operate. They do not prove revenue attribution.
See published examplesSCOPED WITH YOU
Cross-functional decisions
Revenue
ILLUSTRATIVE WORKFLOW
Which stalled quotes should we reopen now?
Operations
ILLUSTRATIVE WORKFLOW
Where should capacity move before demand shifts?
Finance
ILLUSTRATIVE WORKFLOW
Which pricing test protects margin?
Decision Map
The Decision Map defines the question, operating owner, evidence needed, permission boundary, first test, and measurement plan.
No private data or credentials are required. Scope, timing, and commercial terms are confirmed before work begins.