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Data & AI

One view of your healthcare operation. Better decisions at every step.

Healthcare data lives in EHRs, scheduling, claims, and systems that were never built to work together. We connect that data, put useful answers in front of the people who need them, and apply AI where its output can be verified and its actions controlled.

Push-button
insight where teams waited on reports
One record
unified across disparate systems
Verified AI
deterministic checks before any action
Platform-flexible
built for your environment, no lock-in

Data platform & interoperability

Bring the data you already have into one governed view.

Your data sits in EHRs, scheduling systems, claims platforms, spreadsheets, and tools that were never meant to work together, so every team works from a different version of the numbers. We connect them into one governed foundation: a single, current view of your operation instead of a dozen conflicting exports.

  • Two-way integration with the systems you run, including your EHR, so data flows both ways rather than into another copy
  • One governed source of truth, not another silo to reconcile later
  • Built on the platform that fits your environment, with no core system to rip out and replace
DATA SOURCESEHR / ClinicalSchedulingClaims & BillingImaging & LabsFinance & HRSpreadsheetsThird-Party DataSTAKEHOLDERSPatientsProvidersPayersOperationsFinancePopulation HealthUNIFIED DATA LAYER01Semantic Model02Governed Data03Interoperable04AI-Ready05SecureUnifyServe

Analytics & decision support

Get answers your teams can act on, without waiting on a report.

A dashboard no one acts on is not much use. We put the right number in front of the right person when it matters: a capacity gap before it becomes a backlog, a denial trend before it costs you, rising risk before it lands on a member. For questions that once required a reporting cycle, teams can now get answers in minutes.

  • Operational, clinical, and financial answers in one place, drawn from the same connected data
  • Forecasts and early warnings, not only reports of what already happened
  • Answers teams can get themselves, in plain language, without waiting on a reporting queue
SOURCEUnified, Governed DataSingle source of truthPATHWAY ASemantic ModelAI / Analytics EngineBusiness contextand governed logicPATHWAY BDirect QueryAI / Analytics EngineLive, real-time accessto source systemsVALIDATEValidate AgainstGround TruthAccuracyConsistencyReliabilityTrusted InsightsReady to ship

Applied AI

AI in the workflow, checked before it acts.

AI is only useful in healthcare if it can be trusted near a record. Our approach is the same across the operation: a model proposes, deterministic checks verify it against defined rules, and a person approves anything consequential. That is how AI moves from an experiment to a dependable part of the work.

  • Defined rules determine what can proceed automatically and what needs human review
  • Embedded in the work: scheduling, intake, claims, and member service
  • A record behind every step, so the work stays auditable
01AI ProposesGenerates insights, summariesand recommendations02Code VerifiesChecks against rules, data andclinical / financial logic03You ApproveHuman oversight where it counts04Action In WorkflowIntegrated into your systemsand processes

Enterprise AI enablement

Make AI work beyond the first pilot.

Enterprise AI takes more than access to a model. We help healthcare organizations assess use cases, establish governance, define how AI is managed, and move high-value opportunities into production. From the first business case to ongoing oversight, we build the capability to scale AI responsibly.

Explore AI Center of Excellence →

Case study · Natural-language analytics

From a days-long reporting cycle to answers in minutes.

A large physician-led radiology practice relied on a reporting queue to answer operational questions, with custom reports often taking 3 to 5 days. We put a layer on the connected data so analysts and leaders could ask those questions themselves and get validated answers in under five minutes, each checked against ground truth.

Speed to insight3–5 days for a custom report→Under 5 minutes, self-serve
Trust & accuracyNo formal validation of AI answers→98%+ accuracy in validation against ground truth
Analyst capacitySmall BI team fields every request→Majority of requests shift to self-serve
The organization
IndustryPhysician-led radiology
ScaleAmong largest in U.S.
Data run dailyVolume · cost · profitability
StatusLive in production
How it’s built: a governed lakehouse mirrored into a unified analytics layer via zero-ETL, with an AI-ready semantic model. Two AI pathways were tested head-to-head across four complexity tiers, each answer checked against ground-truth queries before go-live.
Read the full case studyCustomer video · coming soon

Results based on early engagement observations, pending formal measurement at scale.

What decision is your data holding up?

Tell us where your data is stuck and what decision it's holding up. We'll show you what one connected view is worth.