Pilot
Start narrow, prove value on your own documents, then scale deliberately
The pilot is designed to answer three practical questions: what the engine catches, how it changes review load, and what a production rollout should include next.
What the pilot should deliver
A serious proof program, not a vague trial
Which document problems are real in your book
The pilot should show what kinds of duplicate, tamper, or claim-fit issues actually occur in your own historical claims.
How review effort changes
The output should help you see where clean documents move faster and where investigators get better context on the files that truly need a human read.
What a production rollout needs next
A good pilot clarifies integrations, workflow design, and target document classes before the team commits to scaling.
Pilot program
Prove value on your own claims before production
The engagement
- 6 to 8 weeks
- 500 to 2,000 historical claim documents
- 1 to 2 document classes to start, chosen around the highest-friction review work in your claims flow
- No production system integration required
- Weekly readout with your claims team
- Paid engagement: AUD 15K to 25K depending on scope
What you get
- Claim-by-claim verification outcomes on your document set
- Evidence bundles that show what to check and why
- Duplicate and repeat-document findings when that module is in scope
- Operational impact analysis across savings, review load, and missed signals
- A production rollout recommendation grounded in pilot results
The pilot should answer three questions clearly: what you can catch earlier, where human review effort drops, and what production scope is justified on real claim evidence across the lines you care about next.
Timeline
How a pilot works
Week 1
Scoping and data agreement
Define document classes, agree on data-sharing controls, set up secure transfer, and establish pilot success criteria with your claims team.
Weeks 2-3
Historical batch processing
Your historical claim documents run through the verification pipeline. Every document gets a score, verdict, flags, and extracted evidence.
Weeks 4-5
Evidence review with claims team
Weekly sessions with your adjusters and fraud analysts. Walk through flagged documents, review evidence quality, and calibrate thresholds.
Weeks 6-7
Findings report and ROI analysis
Comprehensive report: suspicious-document count, duplicate matches, estimated leakage, manual review savings, and false-positive rate.
Week 8
Production recommendation
Go/no-go decision with your team. If the evidence is compelling, we scope production integration, API onboarding, and staged module rollout.
Pricing
Pricing that matches how insurers buy
Contact us for a scoped pilot estimate or production discussion.
Next reads
Scope the pilot here, then use the surrounding pages to sharpen the case
Ready to see what your own documents reveal?
We scope the pilot around your highest-friction document classes. No production integration required to start.