AI (TroveLLM)

Clinical intelligence you can trust—at enterprise scale.

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0.0%

TroveLLM Accuracy

+0.0 points over MedGemma

vs MedGemma

Code Yield Increase

0<1%

Clinical Inaccuracy

Clinical AI

TroveLLM

33B MoE • 73.5% accuracy

Coding systems supported

ICD-10
SNOMED
LOINC
CPT
RxNorm
NDC

The Missing 70%

Clinical coding that captures what others miss

TroveLLM achieves 73.5% accuracy vs MedGemma's 59.3% — a +14.2 point advantage in clinical entity extraction.

TroveLLM73.5%

MedGemma59.3%

AWS-funded310% code yield33B MoE

TroveLLM vs Industry Competitors

Clinical code enrichment — based on controlled 10-patient pipeline run (The Missing 70%)

Feature	TroveLLM	Competitors
Clinical Code Yield	310% increase over baseline	30-40% of available codes
Avg New Codes Per Patient	962 new codes	~0 (no enrichment)
Data Layers Processed	3 (MR + HR + PDF)	1 (MR only)
Code Systems Supported	12 coding systems	3-5 systems
Unstructured PDF Processing	Yes (OCR + LLM)	No
Human-Readable Narrative Coding	Yes	No
Handwriting Support	Yes	No
Compute Time Per Patient Year	150 seconds	N/A (no enrichment)
Data Completeness	98%+	30-40%
Revenue Impact (per patient)	+$400-600 PMPY in RAF uplift	Baseline only

Clinical Code Yield

TroveLLM

310% increase over baseline

Competitors

30-40% of available codes

Avg New Codes Per Patient

TroveLLM

962 new codes

Competitors

~0 (no enrichment)

Data Layers Processed

TroveLLM

3 (MR + HR + PDF)

Competitors

1 (MR only)

Code Systems Supported

TroveLLM

12 coding systems

Competitors

3-5 systems

Unstructured PDF Processing

TroveLLM

Yes (OCR + LLM)

Competitors

Human-Readable Narrative Coding

TroveLLM

Yes

Competitors

Handwriting Support

TroveLLM

Yes

Competitors

Compute Time Per Patient Year

TroveLLM

150 seconds

Competitors

N/A (no enrichment)

Data Completeness

TroveLLM

98%+

Competitors

30-40%

Revenue Impact (per patient)

TroveLLM

+$400-600 PMPY in RAF uplift

Competitors

Baseline only

Ingest

Receive data from any healthcare source format.

Transform

Apply clinical intelligence and validation.

Deliver

Output FHIR R4, OMOP, or analytics-ready data.

0.0%

TroveLLM Accuracy

+0.0 points over MedGemma

vs MedGemma

Code Yield Increase

0<1%

Clinical Inaccuracy

Capabilities

What TroveLLM Does

Entity Extraction

Identifies clinical entities from unstructured text, notes, and documents

Clinical Code Generation

Converts PDFs, narratives, and free-text into standardized clinical codes

Contextual Reasoning

Applies clinical relationship logic, not simple keyword matching

Auditable Outputs

Generates explainable, traceable results for enterprise compliance workflows

ICD-10CM/PCS

Diagnosis and procedure coding for risk adjustment and billing

SNOMED

Clinical concept mapping for interoperable health records

HIPAA

SOC 2 Type II

FHIR R4

HL7

C-CDA

OMOP

See TroveLLM in Action

Schedule a demo to see how Trove can transform your healthcare data operations.

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