Harmony
/

STRUCTURED DATA, CITED TO THE CHART.

Harmony turns unstructured oncology records into registry-ready and evidence-grade structured data. Same OncoLLM under the hood, configured to produce auditable outputs against NAACCR, CoC, QOPI, or any custom data dictionary you bring. Every field links back to the line in the chart that produced it.
Extraction accuracy
95
88
95
%
Faster case abstraction time
75
88
75
%
Data Fields Accepted AS-IS
94
88
94
%
Faster case finding
60
88
60
%
Why this matters
/

The gold standard for structured oncology data is still a person reading hundreds of pages by hand.

Cancer registries, real-world evidence programs, and precision oncology projects all run on structured data abstracted from unstructured charts. The work is tedious, error-prone, expensive, and depends on a clinically trained workforce that’s burning out. Every year the volume of charts to curate grows faster than the people to curate them.
What it does
/

Two workflows.
One platform.

Each workflow is measured, and built around the work oncology teams do every day.
/
A
·
TUMOR REGISTRIES

Cancer registries, on auto-pilot.

Harmony automates curation of all NAACCR data elements from unstructured data. Implements NAACCR standards, dictionaries, custom collection forms, and CoC reporting requirements out of the box. Registrars cut abstraction time by an estimated 75%. Integrations with leading registry systems of record auto-populate the cases, so the work that remains is verification.
Automated curation of every NAACCR element in unstructured data
~75% reduction in case abstraction time
Native support for NAACCR, CoC reporting, custom forms
Auto-population into leading registry systems
/
B
·
EVIDENCE GENERATION

Evidence-grade data for Observational Research or RWD.

For such projects, Harmony delivers structured outputs aligned with project-specific data dictionaries. Every field is accompanied by AI- generated explanations and citations. Expert reviewers verify against linked source documents rather than abstracting from scratch.
94% accuracy across 100+ data elements vs. expert-curated benchmarks
95% acceptance rate from expert abstractors
Minimal edits across 15,000+ data points
Project-tuned in weeks against any dictionary you bring
Trust
/

Verify any field, in seconds.

Every Harmony output is two pieces: the structured value, and a citation that opens the source line in the chart. Registrars and abstractors stop hunting for evidence and start verifying it. CoC reviewers and sponsor auditors get an end-to-end trail without extra reporting infrastructure.
Any dictionary
/

Tune Harmony to your project in weeks.

Beyond NAACCR, Harmony tunes per project on your data dictionary, for precision oncology cohorts, RWE protocols, registry add-ons, or sponsor-specific extraction tasks. Typical tuning timeline: a few weeks of lead time from receipt of dictionary to production-ready agent.
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By signing up, you accept our
privacy policy and terms of service.

Submission received.
Error submitting your form, please try again later.
Other inqueries

For partnership inquiries:

partnerships@triomics.com

Telephone:

888-662-6556

For general inquiries:

contact@triomics.com

Address:

1 World Trade Center, Ste. 46C
New York, NY 10007