Work08 / Executive mandate

Healthcare AI founders, CEOs, CFOs, product leaders, RCM executives, payer teams, and operating partners

Healthcare AI Implementation and Revenue Integrity

Founder-facing healthcare AI implementation that connects revenue integrity, claims and RCM workflow, product delivery, enterprise integration, human review, and measurable operating proof.

Read the operating brief

The buyer problem

The issue underneath the visible activity.

This is the problem leadership must make legible before adding more pipeline, tooling, headcount, or implementation burden.

Healthcare AI stalls between a convincing demo and a dependable operating workflow. The model may work, but the data contract, exception path, enterprise integration, human review, adoption model, and financial proof are unresolved.

What gets built

A working management system, not a recommendation left in a deck.

The scope is organized around the artifacts, operating rules, and decision cadence the team needs to keep using after the engagement.

  1. 01

    Workflow and business-case map across revenue leakage, administrative burden, buyer urgency, data readiness, risk, and measurable value.

  2. 02

    Product and integration architecture across EHR, CRM, RCM, payer, claims, portal, API, and operating-data systems.

  3. 03

    Agent and automation contracts that define evidence, allowed action, human handoff, escalation, evaluation, observability, and rollback.

  4. 04

    Implementation cadence spanning pilot scope, ownership, training, adoption, QA, value readout, and expansion gates.

  5. 05

    Executive proof model across denial prevention, clean-claim quality, turnaround time, appeal yield, staff capacity, access, or cash acceleration.

Proof patterns

What leadership should be able to observe.

  1. 01

    Claims and referral intelligence converted into service-line and account decisions.

  2. 02

    Local healthcare decision products built across data ingestion, APIs, dashboards, CRM motion, and no-PHI controls.

  3. 03

    Government and payer workflow architectures designed with human review, evidence lineage, and approval gates.

Decision questions

What the executive room must answer.

  1. 01

    Which revenue or workflow problem is costly enough and bounded enough to implement first?

  2. 02

    What enterprise systems, evidence sources, rules, and permissions must be connected?

  3. 03

    Where should an agent draft, recommend, route, monitor, or stop for human judgment?

  4. 04

    What proof would make the buyer fund expansion?

Trust boundary

What this mandate will not pretend away.

Related proof

These records are contextual proof paths, not blanket client-outcome claims. Evidence class and claim boundary are shown from the public case record where available.

01

Employer outcome

Databricks Claims Forensics / Referral Leakage

Claims signal -> account strategy
Claim boundary

Aggregate results are reported in the September 12, 2026 executive resume. The $125.9M leakage figure is a modeled opportunity and $22M downstream LTV is an estimate, not realized or booked revenue. Account-level and patient-level records remain private.

02

Operating architecture

Medicaid Nutrition Activation OS

Food-as-medicine strategy translated into an executable operating system
Claim boundary

This is an advisory and product-architecture build. It does not claim a live payer contract, deployed client product, booked revenue, or realized clinical outcome.

03

Operating architecture

Specialty Infusion Market Intelligence

A market-entry thesis converted into a field-ready growth intelligence product
Claim boundary

This is a market-intelligence and application build. Account counts and QA results describe the built system, not client adoption, booked pipeline, or realized infusion revenue.

04

Operating architecture

Government Payment Integrity Control Plane

Policy, procurement, claims intelligence, AI governance, and proof in one pursuit system
Claim boundary

This is an executive strategy and operating-blueprint build. It does not claim federal procurement authority, employment, contract awards, or implemented government delivery outcomes.

Connected context

Related mandateHealthcare AI Consulting and ImplementationRelated mandateHealthcare Product and Application Development

Start a serious conversation

Make the buyer problem clear enough to build, prove, and fund.

Discuss an operating mandate