A payer clinical reviewer and operations analyst reconcile a lab-order evidence case

Enterprise AI for payer operations

Manage lab benefits before testing begins.

Bring missing orders, clinical documentation, benefit requirements, and prior authorization into one coordinated workflow. Gistia builds and supports software and AI that connect providers, laboratories, and payer teams around your approved policies.

Trusted by & Technology Partners

Natera
AccuMed Laboratories
Gravity Diagnostics
Caris Life Sciences
Diagnostic Support Services
Haystack Health
Grupo Fleury
DetoxU
Sonora Quest Laboratories
AOA Dx
renegade.bio
Tempus
Molecular You
Delfi Diagnostics
C2N Diagnostics
Orchard Software
Avero Diagnostics
Circular Genomics
Naveris
CHRISTUS Health
Lynx Dx
Northwest Laboratory
Women's Care
HepQuant
Dispel
Progenity
Microsoft
OpenAI
Google
Anthropic
Amazon Web Services
Cloudflare
Salesforce

Connected payer workflows

Close the gaps between the order, the benefit, and the claim.

Start with the recurring work that holds cases up. Connect the steps as your operating needs grow.

Missing orders and information

Complete the order and close the follow-up.

Track orders held for missing requisitions, clinical records, or provider information. Assign follow-up, collect missing items, and confirm the handoff to the receiving team.

Lab benefits management

Put approved benefit requirements into the workflow.

Connect the requested test with the applicable plan, formulary, coverage and medical-necessity criteria, network requirements, and documentation needs before testing begins.

Prior authorization

Keep authorization preparation and status visible.

Identify requirements under approved rules, assemble supporting evidence, route the submission, and track the payer response. Keep order completeness and authorization status distinct.

Clinical review

Give reviewers the evidence behind each case.

Bring clinical context, source records, criteria versions, and open questions into one review record. Route exceptions to authorized reviewers and record their decisions.

Provider and lab coordination

Make the next request specific and actionable.

Show ordering teams what is missing, why it is required, and who needs to respond. Use recurring gaps to focus provider guidance and track unresolved requests.

Claims and appeals

Connect downstream issues to the original order.

Link order and authorization records with available claim responses. Trace recurring problems, assemble appeal evidence, and keep the next action assigned.

From order to follow-through

Keep ownership clear at every handoff.

Providers, laboratories, and payer teams share the case context while retaining their own responsibilities.

01 · Complete

Resolve missing orders and records.

Identify the missing items, request corrections, and confirm the receiving team has the agreed information.

02 · Prepare

Check the applicable benefit requirements.

Organize approved criteria, documentation needs, network rules, and any required authorization steps.

03 · Review

Make the case ready for payer review.

Present evidence and exceptions to the authorized reviewer, with the policy version and unresolved questions visible.

04 · Follow through

Return the status and track the next action.

Connect the recorded decision with provider and lab follow-up, testing status, and available claim information.

Operating visibility and medical economics

Measure what changes across the whole path.

Agree the baseline, accountable owners, and success measures for the first scope before expanding.

Order completion

See what is still missing.

Track unresolved requests, queue age, follow-up closure, and time to the confirmed handoff.

Review operations

Understand where teams spend time.

Measure case-readiness time, manual touches, exception volume, and review turnaround.

Medical economics

Trace downstream patterns to their source.

Measure testing utilization and case costs against the agreed baseline, alongside order-to-claim gaps, denials, and appeals.

Where does your lab benefit workflow break down?

Start with one test category, laboratory relationship, or order population. We can help define the missing-order workload, benefit requirements, review responsibilities, system connections, and measures for the first scope.