Transforming Healthcare Data Management & Patient Sovereignty at Scale
Going far beyond traditional EHR/EMR systems.
Salutera deploys a sophisticated multi-agent network—comprising specialized agents for NLP, Vision, Speech, Reasoning, and Provenance—to transform complex clinical data, including unstructured notes, PDFs, scans, pathology reports, imaging text, and audio transcripts, into actionable insights. Engineered for strict HIPAA and GDPR compliance, the platform ensures absolute data sovereignty via client-controlled local anonymization and highly flexible deployment options, including full source code transfer for complete enterprise ownership.
For Healthcare Enterprises
Salutera delivers multilevel ecosystem value by alleviating clinician burnout, accelerating biotech and pharma R&D trial matching, streamlining insurer claims, and powering macro-level public health initiatives.
For Patients
It redefines the care experience by dismantling data silos to provide full data portability, radical privacy sovereignty, and clear medical understanding through structured clinical timelines.
Built to scale across
// Clinical query
“Show me NSCLC patients with PD-L1 ≥ 50% on first-line immunotherapy in 2024.”
1,243 patients matched · 6 sites · 0.42s
// Specialist agents · in parallel
// Cohort extraction matrix
FHIR · OMOP · CSV
| Patient | TNM | Biomarker | Line | Last visit |
|---|---|---|---|---|
| P-1042 | T3N1M0 | ALK+ | 1L | 2024-07-30 |
| P-1043 | T1N0M0 | PD-L1 ≥50% | imm | 2024-09-04 |
1,243 records matched · showing 2 · every cell source-traceable
// Provenance · P-1043 · biomarker
Grounded“Tumor immunohistochemistry showed PD-L1 expression 62% (Tumor Proportion Score), consistent with high-expressor classification.”
oncology_consult_240904.pdf · pg 3 · line 27
The data problem
Information is trapped.
Locked in PDFs, notes, and scans.
Clinical data sits in PDFs, handwritten notes, faxed scans, and fragmented systems. Teams waste weeks manually searching, abstracting, validating, and rechecking the same records a third time.
Manual extraction fails
Keyword search misses context. Manual abstraction is painfully slow, inconsistent across abstractors, and nearly impossible to scale across large disease cohorts.
AI without citations is dangerous
Salutera reads what those records actually say — and cites the exact bounding box in the source PDF for every single claim it returns. Hallucinations are structurally impossible when every output must be grounded.
How Selutera works
Structure. Search. Reason. Cite.
Eight pipeline stages. Four specialist extraction agents (NLP · Computer Vision · Speech · Multimodal). An extensible reasoning layer on top. Every cell, every claim, traces back to its source document.
Instantly available formats:
- ✓ Relational Tables & JSON
- ✓ FHIR R4 Resources
- ✓ OMOP CDM Mappings
Cohort comparison
Apples-to-apples across sites.
Eligibility screening
Trial criteria, per patient.
Signal detection
Adverse-event scanning.
Decision support
Cited answers per question.
Formulation & CMC
Pharma R&D precedent.
Custom agents
Bring your own rules.
08 Stages Clinical Pipeline
End-to-end parallel multi-agent processing, clinical ontology mapping, and de-identified mega-structure outputs designed for infinite scalability.
Data Anonymization
Local compliance de-identification (HIPAA/GDPR).
High-Perf Storage
Scalable cluster indexing raw multimodal formats.
Intelligent Routing
Dispatches content to optimal downstream agents.
Parallel Processing
NLP, CV, and Speech agents fuse all claims simultaneously.
Ontology Mapping
Forces terminology to match LOINC, SNOMED, RxNorm.
Vector Embeddings
Encodes semantic relationships for reasoning models.
Variable Extraction
Pulls exact patient properties with absolute traceability.
Mega-Structure Output
Generates typed tables, FHIR bundles, and knowledge graphs.
Semantic Clinical Query
Search across records. Returns cited patient cohorts, not document links.
Longitudinal Timeline
Aligns diagnoses, biomarkers, and visits sequentially per patient.
Registry Extraction
Pre-fills oncology (NCDB) and cardiovascular (STS) fields directly.
Traceable Auditing
Every cell includes a one-click provenance jump to the source offset.
Zero-Trust Local Engine
Strips PII locally, preserving 100% privacy constraints under HIPAA.
Standardized Ontologies
Grounds messy free-text into LOINC, SNOMED-CT, RxNorm schemas.
What users can do
Ask clinical questions. Build cohorts.
Ask clinical questions
Semantic search across the corpus. Returns matching patients, not just documents.
Build precise cohorts
Inclusion + exclusion logic in clinician language with clear audit trails.
Trace every claim
One-click jump to the source document, page, and exact passage.
Validation & Extraction Accuracy
Evaluated under strict exact-match criteria. Pinned manifestations ensure clinical stability across mid-sized and government air-gapped deployments.
Colorectal Cancer Registry
Prostate Cancer
PSA, Gleason score, margins
COPD (Pulmonary)
98.89%Asthma Registry
98.12%Evidence & validation details
An Example Of Methodology & Framework
Structuring across 16 diseases · 7 categories on a synthetic patient corpus modeled on CDC- and NIH-sourced statistics.
// Headline benchmark on synthetic cohort
0%
overall accuracy
<0s
retrieval time
0
variables
0k
files processed
16,000 synthetic patients
Synthea + Qwen-2.5 enrichment. Evaluated strictly under exact-match accuracy metrics across 16 diseases including oncology, respiratory, immunology, and neurology.
Deployment footprint
Runs on commodity infrastructure. Scales linearly with the cluster you give it.
// Grounded ontology domains & categories
Multilevel benefits
Transformative efficiencies across every layer.
Salutera introduces transformative efficiencies across every layer of the healthcare and pharmaceutical ecosystem.
The other end user
Salutera redefines the patient experience.
Salutera places individual end-users — patients — at the center of their own data ecosystem. By translating dense clinical jargon into clear, structured formats, Salutera grants patients full access, radical transparency, and a true understanding of their longitudinal medical history.
// the institution
Read, structure, search, audit.
- Clinical informatics
- Quality + RWE teams
- Trial operations
- Public health
// the patient
Access. Verify. Understand. Decide.
- Carry your full record across systems
- Verify every entry to its source line
- Track your own trajectory dynamically
- Make collaborative care decisions
This shifts the paradigm — from fragmented, siloed hospital records to an open, secure environment where patients maintain complete sovereignty over their medical information.
Patients can verify the source of their records, and actively participate in their own care decisions.
Access · transparency · understanding
Redefining the End User · Patient Experience.
At the core of Salutera's deployment is a paradigm shift for the final end-users: the patients. By breaking down legacy data silos and translating dense, unstructured clinical jargon into structured, semantically unified records, Salutera empowers patients with three things.
One longitudinal view. Carried seamlessly.
Patients no longer face fragmented medical records split between different primary care clinics, specialists, and imaging centers. Salutera enables a unified, longitudinal view of their entire medical history that can be carried seamlessly across any health system.
- 2023-11DxNSCLC · biopsy-confirmed adenocarcinoma · stage T2N0M0
- 2023-12BiomarkerEGFR wild-type · ALK negative · PD-L1 TPS 62%
- 2024-01Tx-1LPembrolizumab monotherapy initiated · 200mg q3w
- 2024-04ResponsePartial response · target lesion -38%
- 2024-07Tx-contContinued pembrolizumab · no new toxicities
- 2024-09ImagingStable disease · CT chest + PET
// my health · timeline
// verified · source document
Patient presents with stage T1N0M0 NSCLC…
Pathology: invasive adenocarcinoma…
Tumor immunohistochemistry showed PD-L1 expression 62%
consistent with high-expressor classification…
// no black box · every claim · every patient · every time
Verify every record. End the black box.
Built with certified on-premises de-identification standards, Salutera ensures that patients maintain strict sovereignty over how their data is shared, aggregated, or utilized. Every extraction is mapped directly to its exact page and line source, so patients can trust and verify the complete history behind their records, eliminating the traditional “black box” of back-end hospital administration.
Understand the trajectory of your own health.
Rather than a confusing wall of raw lab values, unstructured doctor notes, and uncontextualized diagnostic codes, Salutera transforms fragmented documentation into clean, structured clinical timelines and visual interaction maps. Patients truly understand the trajectory of their health, track their chronic conditions dynamically, and make deeply informed, collaborative decisions alongside their care teams.
Improving
Disease trajectory
92%
Medication adherence
On track
Care-team alignment
Security & deployment
Every claim should survive review.
Records stay in your perimeter
Deploy on-prem, in your VPC, or air-gapped. When Salutera runs in your environment, patient files never touch our infrastructure. Zero egress.
Tenant isolation
Per-customer compute, storage, and agents. No shared inference or cross-training.
BYO KMS + Encryption
AES-256 at rest, TLS 1.3 in transit. Customer-controlled KMS natively supported.
Audit Log Per Claim
Every extraction, query, and export is logged with operator, timestamp, and scope. Easily exportable to your enterprise SIEM.
Model Governance
Pinned model manifests and staged updates. Customer sign-off is strictly required for tenant-level model changes.
Pilot offer
Bring us your hardest clinical dataset.
Pick the dataset that's been blocking your team. We'll structure 1,000 records inside your perimeter — or ours — in seven business days. You decide if it's good enough.