---
title: "What if the answer was already in your data?"
description: "Kythera Labs is building an AI-native healthcare strategy platform on Databricks to give health systems access to strategic intelligence that historically required specialized analysts or consulting firms. Its foundation converts 339 billion medical and prescription claims covering more than 300 million patients into governed, event-based data, resolving providers, harmonizing codes across 130 vocabularies, and reconstructing patient journeys. Healthcare Strategy Agent, built with Agent Bricks, lets executives ask questions such as where oncology referrals are going and receive analyses of leakage, competing providers, physicians, and reimbursement opportunity in minutes. A Louisiana health system went live within ten days and reported 150% greater visibility into encounters, 12% more keepage, 22% less leakage, and $3.8 million in estimated annualized retained-encounter value. Unity Catalog, Lakebase, Delta Lake, Delta Sharing, and serverless infrastructure provide shared governance, lineage, access controls, and operational integration."
---

# What if the answer was already in your data?

[Databricks](https://yomu.fyi/company/databricks) · Bryan Smith, Morgan Wilkie, Kaitlin Ryan · Jun 24, 2026

**Type:** Explainer

## Summary

Kythera Labs is building an AI-native healthcare strategy platform on Databricks to give health systems access to strategic intelligence that historically required specialized analysts or consulting firms. Its foundation converts 339 billion medical and prescription claims covering more than 300 million patients into governed, event-based data, resolving providers, harmonizing codes across 130 vocabularies, and reconstructing patient journeys. Healthcare Strategy Agent, built with Agent Bricks, lets executives ask questions such as where oncology referrals are going and receive analyses of leakage, competing providers, physicians, and reimbursement opportunity in minutes. A Louisiana health system went live within ten days and reported 150% greater visibility into encounters, 12% more keepage, 22% less leakage, and $3.8 million in estimated annualized retained-encounter value. Unity Catalog, Lakebase, Delta Lake, Delta Sharing, and serverless infrastructure provide shared governance, lineage, access controls, and operational integration.

## Context

Health system executives must make strategic decisions about patient volume, payer contracts, market expansion, acquisitions, and administrative costs using incomplete claims data. The source describes an expertise distribution problem: large systems can hire specialized analysts, while smaller organizations often lack that capability or rely on expensive consulting engagements.

## Approach / What changed

Kythera Labs packages healthcare data expertise into AI agents running on Databricks. Its data technology resolves provider identities, harmonizes procedure codes across 130 medical vocabularies, corrects systematic missingness, and reconstructs patient journeys as event-based structures. Unity Catalog governs access and lineage across deployments, while Lakebase, Delta Lake, Delta Sharing, and serverless infrastructure connect operational and analytical workloads.

## Takeaways

- Kythera’s platform structures 339 billion claims covering more than 300 million patients and eight years of history into event-based healthcare data that agents can reason over.
- In an oncology referral scenario, the Healthcare Strategy Agent identified 6,800 referred patients, competing providers, high-leakage referring physicians, and a $23.1 million reimbursement opportunity.
- A Louisiana health system reached its first insight ten days after signing and reported 12% more keepage, 22% less leakage, and $3.8 million in estimated annualized value from retained encounters.

**Tags:** [AI Agents](https://yomu.fyi/topic/ai-agents), [Databricks](https://yomu.fyi/topic/databricks), [Lakebase](https://yomu.fyi/topic/lakebase), [Unity Catalog](https://yomu.fyi/topic/unity-catalog)

- Source: [Databricks](https://www.databricks.com/blog/what-if-answer-was-already-your-data)
- Source URL: https://www.databricks.com/blog/what-if-answer-was-already-your-data
- Ingested by Yomu: 2026-08-30T17:00:13.946Z

[Read original post](https://www.databricks.com/blog/what-if-answer-was-already-your-data)