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Introducing Healthattica

The knowledge layer for healthcare & life sciences.

It turns your clinical guidelines, formularies, protocols, and regulatory knowledge into a trusted foundation your teams, systems, and agents can run on.

PHI de-identificationAudit trailsSelf-hosted optionHIPAA-aligned
◇ PLATFORM ARCHITECTUREearly access
Accesssurfaces
APIAgents · MCPChat
Certified knowledge layer✓ the core
Knowledge graphOntologyCertified rules
Agentsthe lifecycle
ExtractStructureReasonMonitor
Sourcesyour knowledge
GuidelinesFormulariesLabelsProtocols
The problem

Healthcare's data got infrastructure.
Its knowledge never did.

Hospitals, pharma, and payers built homes for their data. But the medical knowledge that data is meant to serve - the guidelines, policies, and protocols decisions actually depend on - still has none.

  • Scattered. Buried in PDFs, formulary spreadsheets, guideline documents, and the heads of your most experienced clinicians and reviewers.
  • Unstructured. Nothing your AI can build on - just documents to guess from, in a field where guessing isn't acceptable.
  • Untrusted. When a guideline updates or a label changes, nothing tells you what's now outdated.
Guideline PDF ●Formulary sheetPolicy memoLegacy systemA clinician's headEmail thread ●WhiteboardTraining deck ●Shared drive

Scattered across formats nobody agreed on. Unstructured - nothing an AI can build on. Three of these are already out of date, and nothing here says which.

The cost · Knowledge Cost Index
> $55B

What unmanaged medical knowledge costs - every year.

Everyone measures the cost of messy data. No one measures the cost of messy knowledge. So we did - bottom-up, across physicians, nurses, pharma, life sciences, and payers, in five major markets, counting only wasted time.

See the full estimate and method →
SECTORANNUAL COST
Physicians~$44B
Nurses~$22B
Pharma - medical/regulatory~$13B
Other life sciences~$6B
Payers~$4B
Estimated floor> $55B / yr
Range $55–140B · every input sourced · counts wasted time only
The shift
Agents build it. Experts certify it. Everyone runs on it.

But it isn't a handoff. Agents and experts build the knowledge asset together - agents working at scale, experts bringing judgment and holding authority - proposing and refining in a loop, until every fact is certified.

AGENTS
Work at scale
Read the literature
Extract facts & rules
Structure & reason
Monitor for change
propose ⇄ refine
build together
EXPERTS
Bring judgment & authority
Review the candidates
Correct & refine
Decide what's true
Certify & sign off
↓    ↓
One certified knowledge assetbuilt by both · trusted by everyone who runs on it
How it works

Build. Certify. Run. Govern.

One source of truth for what your organization knows about medicine.

Your knowledge
Clinical guidelinesNICE, FDA, EMA & more
FormulariesPayer & PBM policy
ProtocolsTrial & lab procedures
Regulatory filingsLabels, submissions
◇ THE HEALTHATTICA WORKFLOW
STEP 01 · AGENTS

Build

Agents extract clinical facts, rules, and relationships at scale.

STEP 02 · EXPERTS

Certify

A qualified expert signs off - nothing is official until a human does.

STEP 03 · EVERYONE

Run

Teams, systems & agents query one trusted layer in plain language.

STEP 04 · AGENTS

Govern

Sources are monitored - every change is flagged and re-reviewed.

Outcomes
Pharma & life sciencesRegulatory-ready, always current
Providers & systemsCare pathways on-guideline
PayersCoverage on certified rules
Health-AI teamsCited answers, never guessed
No pipeline to build. No brittle integrations. Every scattered source becomes one certified answer.
Why you can run on it

Proof, not probability.

Because it's certified, every answer traces to a clinical source and the layer refuses to guess - the reliability healthcare needs before anything runs on top.

AUDIT-LOG · HASH-CHAINEDtail -f
14:02:31QUERYEU SAE reporting window0x3a9f…2c1d
14:02:31CITEICH E2D §3.1 · verified0x91ed…42cc
14:07:18QUERYMHRA novel API classification0x5e2c…7d4f
14:07:19REFUSE[HARD_REFUSAL] not in substrate0x2d8f…3b1a
14:11:02UPDATEv2026.06.15 → v2026.06.210x7c4a…91f2
>$55B
Cost index

What unmanaged knowledge costs

Physicians, nurses, pharma, and payers lose this much a year to knowledge they can't find, trust, or reuse.

0
Guessing

Cite or refuse, always

Every answer traces to a clinical source. If it isn't certified, the layer says so instead of guessing.

4
Segments served

One layer, every team

Pharma, providers, payers, and health-AI teams query the same certified foundation.

The platform

One platform. The whole knowledge-engineering stack.

Not a chatbot with a medical skin. Healthattica runs the full lifecycle - ingest, structure, certify, reason, govern - and turns your scattered sources into one certified knowledge graph you can query however you work.

Guideline ✓Dose ✓Contraindication ✓ConditionDrugPopulationEndpointLabel
certified○ resolving- relationship
IngestionEvery source, one pipeline
ExtractionFacts & rules from documents
TerminologyStandard medical vocabularies
Knowledge graphStructured, connected, queryable
ReasoningInference over certified knowledge
CertificationHuman-verified and sealed
GovernanceMonitored, versioned, audited
AccessAPI, agents, and chat

The full stack - we'll reveal more as we open access.

The platform, working

Watch scattered knowledge become certified.

Every source runs the same pipeline - ingested, structured, mapped to standard terminology, linked into the graph, certified by an expert, and sealed. This is that process, running.

◇ CERTIFICATION RUNNICE NG28 · Type 2 diabetes
Ingest
Extract
Map
Graph
Certify
Seal
-

Foundational.

One trusted medical knowledge layer that clinicians, systems, and agents all draw from - not another silo.

Certified.

Every clinical fact is expert-verified and traces to its source, so it's infrastructure you can put in front of a patient, a regulator, or a payer.

Living.

It keeps pace with changing guidelines, formularies, labels, and regulations - so what you run on never goes stale.

Who runs on it

Every team whose decisions run on medical knowledge.

Pharma, providers, payers, and the health-AI teams building on a foundation they can trust.

Pharma & life sciences

Regulatory, medical affairs, safety, and research teams running on knowledge that has to be right.

For life sciences →

Providers & health systems

Care pathways, clinical policy, and decision support on one trusted layer.

For providers →

Payers

Coverage, medical policy, and prior-authorization built on certified rules.

For payers →

Health-AI teams

A certified clinical foundation to ground your models and agents.

For AI teams →
Who's behind it

Built by knowledge engineers who've worked where AI meets medicine.

We've spent our careers on both sides of this problem - building AI systems and structuring the knowledge healthcare runs on. Healthattica is the infrastructure we always wished existed: rigorous enough for medicine, built for the age of agents.

Backed by experience across clinical, regulatory & AI.

disciplineknowledge engineering
domainhealthcare & life sciences
architectureagentic · MCP-native
principleanswers you can prove
statusearly access · 2026

See it on your clinical knowledge.

Tell us what you're working on - you'll hear back from a real person, fast.

Talk to us