Document Intelligence for Health Plans
Pre-trained payer doc packs. HIPAA-ready deployment. Day 1 ROI — built for modern payer reality.
The Payer Document Problem
80%+ of payer operations still depend on unstructured documents — slow, costly, and error-prone
Claims & EOBs
CMS-1500, UB-04, and EOBs arrive via fax, mail, and portals in hundreds of layouts. Manual keying averages 8–12 minutes per claim with 3–8% error rates.
Prior Authorizations
Clinical documentation and faxed forms slow PA turnaround to days. CMS-0057-F mandates tighten SLAs — manual workflows cannot keep up.
Enrollment & Member Ops
Life-event forms, ID cards, broker submissions, and correspondence flood intake during open enrollment. Surge staffing is expensive and error-prone.
Appeals & Grievances
Unstructured narratives, medical records, and legal documents require clinical triage. Cases sit in queues while timely-filing clocks tick.
Healthcare-Tuned Capabilities
Not a generic extractor with a healthcare skin — models purpose-built for payer workflows
Clinical Code Recognition
ICD-10, CPT, HCPCS, NDC, and DRG codes extracted and validated against current reference sets.
PHI Detection & Redaction
Automated PHI identification per HIPAA Safe Harbor — redacted outputs ready for analytics and research.
Entity Resolution
Providers matched to NPI registry, members to enrollment records, payers to TIN with confidence scoring.
Pre-Trained Payer Doc Packs
CMS-1500, UB-04, EOBs, Prior Auth forms, Member ID cards, Provider W-9s — ready on day one.
Prior Auth Acceleration
Clinical documentation parsed and structured for faster medical necessity review. CMS-0057-F ready.
Any Backend, Any Channel
Push structured data into Facets, QNXT, HealthEdge, HL7/FHIR endpoints, mainframes, or RPA handoff.
Day 1 ROI — The Headline
Pre-trained packs ship ready to work — the first claim delivers the same accuracy as month twelve
Illustrative economics on a single doc class: ~50,000 docs/month, ~6,600 labor hours recovered, $1.8–2.4M annualized savings.
Use Case Map for Health Plans
Where ESS delivers value across the payer value chain
Claims Intake & Adjudication
CMS-1500, UB-04, and attachments routed into the claims platform.
Prior Authorization
Clinical docs extracted for faster medical necessity review.
Provider Onboarding
W-9s, credentialing packets, roster updates, and CAQH syncs.
Member Enrollment
Applications, life events, ID verification, and broker forms.
Appeals & Grievances
Narrative triage, clinical context, and SLA tracking.
Subrogation & COB
Accident reports and other-insurer documentation for case building.
Correspondence & Mailroom
Inbound mail classified, routed, and summarized automatically.
Broker & Commission Ops
Commission statements and book-of-business updates captured at intake.
HIPAA-Ready Deployment — Pick Your Posture
Two honest options. Both keep the model inside your walls.
Standard
Claude Vision on AWS Bedrock — in your VPC
- Deployed in your AWS account and region with private VPC endpoints
- AWS operates inference under your existing BAA
- No prompt/completion logging, no training on customer data
- Time to value: days, with full Claude accuracy
Sovereign
Self-Hosted Vision Model — fully air-gapped
- Qwen 2.5-VL / Llama Vision on client GPUs, on-prem or isolated VPC
- No external API calls of any kind
- Same ESS orchestration, validation, and review UI
- Best for strictest on-prem or air-gapped mandates
One Document Type. One Target System. One Clear ROI Number.
Low-risk, high-signal engagement to prove value on real payer documents. Success criteria agreed upfront, kickoff within two weeks of signature, go/no-go at day 30.