Canadian-built · On-premise · Physician-founded

Every patient's history, searchable in seconds.

PMHx AI is the data ingestion and document intelligence layer that uses AI to turns 1,000-page chart dumps, faxed letters, scanned PDFs, and handwritten notes into structured, citable, longitudinal data — while keeping PHI secure and sovereign

AMELI AI uses the PMHx engine and integrates with EHRs to provide a true semantic search for clinical decision making at the point-of-care

Book a clinical demo → Watch the 2-min demo
Handles structured & unstructured health data Agentic chart review Recipient of 2025 Canada Health Infoway grant
Recognized by
Canada Health Infoway - Connected Care Innovation Grant 2025 Recipient
The problem

Primary care holds the most complete patient history — and the least usable.

Decades of charts with unstructured data remain uncaptured. Every new interoperability standard captures data going forward; none of them pulls legacy records into the system.

“The only thing worse than explaining your medical history again is receiving care without it.”

$2.4B

Wasted every year in Canada

Healthcare inefficiency from interoperability gaps and duplicated tests prior records would have prevented. (Canada Health Infoway)

~80%

Of clinical data is unstructured

Notes, scans, faxed letters, images. EMRs store it as PDF blobs. They cannot search, classify, or structure it.

54×

More notes per encounter since 2006

Median chart at an ED visit grew from 7 notes to 380. The documentation exploded. The tools didn't keep up. (JAMIA, 2024)

The product

Data quality engine. Point-of-care use case. Built by a practising Ontario family doctor.

Our data ingestion and quality layer integrates custom EHR formats with handwritten paper charts. This enables our clinician-facing co-pilot that uses an AI agent to search, ask, and summarize across comprehensive patient histories.

The engine

PMHx AI

Any chart format in — structured, organized, chronological record out.

  • Processes structured and unstructured clinical data
  • Full suite of document intelligence: indexing, NLP extraction, OCR, redaction, organization, segmentation, abstraction, and more
  • Useful for record storage & transfer, population health, and supporting clinical care
  • FHIR-aligned canonical export (Canada Health Infoway HALO profile).
● In production providing bespoke workflows and solutions for satisfied B2B clients
The co-pilot

AMELI AI Ask My EMR; Locate Instantly

Semantic search, grounded Q&A, and longitudinal summaries across the full chart.

  • Doc Q&A rapid results with complete citations
  • AI EHR solutions suite AI document filing, form filling, and intake automation
  • Longitudinal summaries preventative care, chronic disease management, and more
  • Custom deployments Canadian cloud API or on-premise model deployment
● Ongoing clinical pilot with community-based practices and expanding
How it works

From a USB drive of 1,000 pages to a queryable structured longitudinal patient medical record — in minutes.

1

Ingest

Charts arrive as PDFs, scans, faxes, or EMR exports — batch or API.

2

Extract

Layout-aware OCR + vision-language fusion. Text grounded in page geometry.

3

Structure

Document typing, section parsing, dates, chronological ordering.

4

Index

Relationship mapping, metadata generation, embeddings for search.

5

Deliver

Indexing API, organized chart, or grounded Q&A — into your EMR or partner system.

Trust strip: PHIPA/PIPEDA compliant; No ChatGPT/Gemini/Claude; Canadian data sovereignty · full audit trail and provenance per stage
Use cases

Data interoperbility and quality layer for healthcare endpoints

The same technology runs underneath every deployment — we just expose the part of the pipeline you need.

Record storage and management

Indexing, structuring, and enhancing the quality and usability of legacy medical records

Replace manual data entry on incoming charts. Break down 1000-page PDFs into categories organized by date. Support retiring physicians and patient transfers between providers and health systems.

Clinicians and care teams

EHR integrated AI co-pilot

Q&A, insights, summaries, form filling and more. Support each workflow and clinical decision with the proper medical history.

Health systems and EHR vendors

Interoperability middleware

Make your existing legacy records exchange-ready. FHIR-aligned canonical model, HALO profile, ready for the Ontario PCMR.

Stage: Exploration · contact us for collaboration opportunities
Data sovereignty

With an on-prem solution, patient data never leaves the clinic. By design.

US cloud products are subject to the US CLOUD Act — including data physically stored in Canadian regions. We took the harder path: a fully on-premise pipeline that runs on Canadian-jurisdiction GPUs, with PHIPA and PIPEDA designed in from day one.

What that means in practice

The non-negotiables we hold ourselves to.

  • ✓ 100% On-Prem processing. Inference runs on an on-prem GPU box at the clinic or in a Canadian-owned data centre.
  • ✓ No US cloud dependency. No CLOUD Act, no third-party telemetry.No risk of data lock-outs.
  • ✓ Open-source models on NVIDIA GPUs. No vendor lock-in, no per-token cost, no data shipped to a foreign API.
  • ✓ Page-level provenance. Every extracted field, every answer, traces back to the source page.
  • ✓ Built for PHIPA / PIPEDA. Designed by a practising Ontario physician who lives inside the same regulatory regime as the buyers.
Clinician-Oriented Philosophy

Built by clinicians, for clinicians.

Every workflow, every priority, every interface choice is shaped by practising physicians. Real clinics test every iteration before we ship. And the work doesn't stop at paid features — we keep building free tools the community can use today.

Co-designed

Practising physicians shape every decision

Founded by a practising Ontario family physician - workflows, priorities, and the interface itself are designed by doctors who experience the problems that drive PMHx's product roadmap. No product manager translating a problem they've never lived.

User-tested

Validated in real clinical settings

In alignment with systems-wide values and missions - primary care patient-centered care, data sovereignty, data interoperability. We iterate and test with practising clinicians ensuring our solutions are adopted because they are useful not because they are mandated.

Building for the community

PMHx provides a suite of free tools and supports other clinician-built tools

RA Reader is our free OHIP remittance-advice utility — over 500 Ontario physicians use it, purely by word of mouth. The tools we ship for free are built on the same foundation as the rest of the product.

Free tool · View all free tools →