The Missing Layer in Healthcare Data Exchange
HIPAA compliant
Indexed
MCPAgent-native context layer · now in production

Healthcare context for AI agents.

Curiflow turns any record into structured context your agents can call, grounded to the page, cited, and MEAT-validated.

SERVE TO AGENTS OVER
MCPRESTFHIR R4C-CDA

How it works

4 steps
01
UPLOAD
Ingest
Faxes, scans, audio, HL7, X12, and C-CDA, pushed or pulled across seven channels.
02
EXTRACT
Extract
Handwriting, tables, and layout read into typed, candidate fields.
03
VALIDATE
Cite & validate
Each field is traced to its exact source span and checked against MEAT criteria.
04
CONVERT
Serve
A typed graph, served over MCP, REST, FHIR R4, or C-CDA.
Proven at the scale healthcare runs on
0M+
pages processed
0B+
rows of claims data processed
0M+
patient feedbacks analyzed
0M+
audio transcriptions
How it works

From any document to a typed record.

Most healthcare data arrives as faxes, scans, audio, and handwriting. Curiflow takes any document in, extracts typed fields, cites every value to its source, and serves a record your agents can call.

See how the platform works
One diagnosis, pulled from a 47-page fax in 2m 14s
CITED SOURCE · PAGE 14
“…59 y/o patient with type 2 diabetes mellitus with diabetic chronic kidney disease, stage 3, eGFR 45, continued on metformin…”
150 / 150 checks ✓ · scanned fax, handwriting and all.
Condition
Type 2 diabetes with chronic kidney disease, stage 3
Codes
ICD-10E11.22+ N18.30
Risk
HCC 18HCC 138RAF +0.34
Evidence
page 14MEATvalidated
Run id
r_7f9a · 2m 14s
Confidence
97%
Solutions

One pipeline. Every job on your list.

Curiflow powers the work your teams already do, the same claims, coding, and quality jobs, just faster and fully cited.

Revenue

Get paid what you’re owed

Catch billing errors, coordinate benefits, and recover missed revenue, with the rule cited for every flag.

Claims AuditPayment IntegrityPatient Cost Estimation
Coding

Code accurately, defensibly

Capture every diagnosis and social factor, each one traced to the exact line in the chart.

HCC CodingSDOH
Quality

Close quality gaps

See which measures are open across your population, and close them with a cited source.

HEDISQuality MeasuresCare Gaps Review
Access

Answer in real time

Approvals, eligibility checks, and one reconciled patient view, on demand, in milliseconds.

Prior AuthEligibility & COBUnified Patient Journey
Context graph

15 ontologies. Unified Encounter hub.

Every value traced to source, with callable actions. Explore the full ontology, the API surface, and a worked example on the platform.

Explore the platform

Enterprise-ready.

From security to scale, Curiflow is built for the demands of production AI.

Contact sales

99.9%+ uptime

Battle-tested infrastructure you can trust in production and at scale.

Enterprise support and SLAs

Hands-on, forward-deployed support and tailored SLAs to meet your enterprise needs.

SOC 2, HIPAA compliant

Enterprise-grade security, certified for sensitive and regulated data. View our security policies.

Deploy in your environment

Run Curiflow entirely within your own infrastructure, ideal for strict security, compliance, and data residency requirements.

Questions

Common questions from buyers.

What document types does Curiflow support?+
eFax, scanned PDFs, native PDFs, audio, handwriting, C-CDA, HL7 v2, X12 837, FHIR R4/R5 bundles, and CSV. Encounter boundaries are detected on every source automatically.
How do agents consume Curiflow context?+
Every encounter is a typed, unified ontology your agents can call directly, over MCP, REST, FHIR R4, or C-CDA.
How does Curiflow avoid hallucinated output?+
Schema-aware agents run with deterministic guardrails. Every field is grounded to a citation, page, bounding box, and agent run id, and MEAT-validated. Un-grounded outputs are rejected, not inflated.
What are Curiflow’s compliance certifications?+
HIPAA with a BAA on file and zero PHI retention by default, SOC 2 Type II audited annually, and HITRUST-hardened controls. See live status and evidence on our Trust Portal ↗.
Can I run Curiflow in my own infrastructure?+
Yes. Standard deployments are single-tenant with customer-managed keys. Enterprise customers can run fully on-prem with air-gapped model serving, same APIs, same ontology, same SLAs.

Get healthcare context for your agents.

We'll run a sample of your clinical documents live and serve the structured context straight to your agents. No commitment.