Patterns we ship for Florida operations.
Three industries. One stack.
Multi-agent claim triage for FL P&C carrier
From 14-day claim cycle to 2 days on hurricane surge volume.
- Average claim cycle
- 14 → 2 days
- Reduction in adjuster doc-review hours
- 60%
- Faster fraud-case escalation to SIU
- 4×
- Audit trail on every AI decision
- 100%
Ambient documentation across 12 senior living facilities
8.4 hours per nurse recovered every week. HIPAA-grade.
- Recovered per clinician
- 8.4 hrs/wk
- Reduction in prior-auth cycle time
- 42%
- PHI training-data exposure
- 0
- MDS submissions on time at month 3
- 100%
24/7 multilingual concierge across 6 FL beach resorts
62% of guest requests resolved by agents — no overnight desk staffing.
- Guest requests fully resolved by agents
- 62%
- RevPAR lift on slow-day inventory
- +8.4%
- Multilingual coverage 24/7
- 100%
- Group-sales response time
- Days → mins
On these reference scenarios.
These are reference scenarios — architectures and quantified outcome targets we deliver for Florida mid-market and enterprise clients. The pains are real (drawn from ongoing engagements and Microsoft reference deployments). The architectures are the same ones we ship in production. The metrics are directional benchmarks based on industry data and Microsoft customer outcomes.
We'll publish named, attributed customer stories as engagements mature. In the meantime, every architecture below is one we ship today — and every metric is one we engineer toward.
Pattern look like yours?
Tell us the pain and we map it to the right reference architecture. End-to-end proposal back in 5 business days.