Specialist workflows / Claims review workspace
Give every reviewed claim a traceable path.
A discovery-led workspace for specialist teams organising remittances, underpayment review, case progress and supporting documents.
The everyday friction
Where work gets
disconnected.
Claim evidence is separated from review decisions.
Different recovery pathways need different handling.
Draft documents need qualified review before use.
An illustrative workflow
Claims review workspace
in practice.
No invented customer results. This example shows the process to discuss.
Open the full walkthrough ↗A synthetic remittance is parsed into reviewable records.
A reviewer examines a possible underpayment and its supporting evidence.
Ambiguous routing remains unresolved for specialist review.
A draft document is prepared for a qualified reviewer to approve.
Capability catalogue
The details behind
the workflow.
The following capabilities were identified in the existing source system. Your proposal defines the included edition, configuration and tested integrations.
Intake and parsing
- X12 835 parser
- Synthetic remittance generator
- EOB/PDF local intake path
- OCR-assisted extraction
- Human verification
- Saved local case workspaces
Review engine
- Underpayment scoring
- Forum-routing rules
- Ambiguous-case review
- Pursuit recommendations
- Payer-directory package
- Configurable rule architecture
Case workflow
- Federal and Florida workflow states
- Deadline calculations
- Holiday calendar
- Batching
- Next-action helpers
- Follow-up recording
Documents and reports
- Filing-template package
- Markdown previews
- DOCX merge
- Recovery reports
- Referral-billing package
- Command-line and API entry points
Engineering scaffolding
- Typed boundaries
- Validation schemas
- Mock LLM separation
- Audit transport abstraction
- Secrets-loader abstraction
- AWS/Bedrock scaffolding
See the shape of it
A clearer conversation
starts with context.
Source workflow and engineering evidence support a specialist discovery discussion; jurisdictional correctness is not independently established.
View the illustrative workflow ↗
Implementation & fit
Define your version
before rollout.
This is an administration proposal. Jurisdiction, deadlines, data handling and professional responsibility require specialist validation.
When another tool may be a better fit
A self-service legal decision engine, guaranteed recovery service or international claims-law product.
Useful success measures
- Manual review time per synthetic case
- Unresolved routing ambiguity
- Deadline calculation test coverage
- Draft correction rate
Measures to agree and establish a baseline for; no performance result is promised.
Common questions
Before we talk.
Can I sign up and use every feature immediately?
These are configured implementations. We first agree the edition, scope and required integrations. The catalogue describes source capabilities, rather than an instant subscription entitlement.
Can this use my branding?
Branding, domain, user access and customer data boundaries can form part of the implementation brief. We confirm what is supported and test it for the agreed edition.
What should I bring to the first conversation?
Which claim types, review teams and jurisdictions would the first scope cover? A short description is enough to begin; please do not send customer records or credentials.