The AI layer that improves documentation quality, oversight, and workflow efficiency — inside your current stack, with no rip and replace.
Voice-first intake in the participant's and caregiver's own language · Structured, traceable records · HIPAA-compliant infrastructure.
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The operating model
You don't build your own identity platform, payment network, or cloud — you operate proven infrastructure and concentrate capital on what differentiates you. AI documentation is the same decision.
Fits your stack
Deploy inside your existing portal — no rip and replace, no backend migration, and no rebuild per state.
Health Assessment · intake to structured record
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Quality and speed together
Better records and faster completion — together, not one at the expense of the other.
Assessment throughput — quality paired with time
Median time to complete
Required elements complete
Time and completeness reported together — speed never shown alone.
Cleaner records downstream
Standardized documentation, complete against the right state's rules — simpler review and fewer downstream follow-ups.
Documentation completeness & review
We surface completeness and route what needs a human. We identify what to review — we do not determine compliance.
Cross-state oversight
Most FMS organizations serve many states at once — each with its own rules, forms, and languages. Portfolio Oversight rolls all of them up in one operating layer: throughput and completeness by state and program, and the state to look at first.
Book of business · by state & program
Illustrative · good news first, then the state that needs attention. We surface where to adjust — we do not determine compliance.
Own vs. operate
Capital-light AI infrastructure — the operating platform, not a platform build to fund.
Own vs. operate
Own the platform
Lease the operating system
Pricing scales with participants served — the same unit your program runs on.
Book a meeting
A working walkthrough on programs — not a slideshow. We'll show voice intake, the structured record, and the cross-state oversight view on a scenario that matches how you operate.