Claims intake assistant
Complete structured intake while coverage decisions remain with authorized staff.
- For
- Claims administrators at insurance agencies
- Solves
- Initial claims arrive without usable supporting information.
- Delivers
- Structured claims intake record
- Built in
- about 5 weeks of creation time, MVP in 6 days
- Investment
- $10,500 for the MVP, $41,500 for the full product
- Run it
- Inside your business, or as part of your offer to clients
What it does
For claims administrators at insurance agencies, turn claim forms, claimant uploads and approved requirements into structured claims intake record.
- Collect incident facts.
- Organize documents.
- Extract identifiers.
- Flag missing evidence.
- Detect duplicate submissions.
- Route claims handlers.
What goes in, what comes out
- Claim forms
- Claimant uploads
- Approved requirements
AI drafts, people review. Client intake portal and staff exception queue.
- Structured claims intake record
How it works
The workflow
- InStart with
Claim forms, claimant uploads and approved requirements
- 1
Choose the request type
- 2
Collect declared facts and required documents
- 3
Extract relevant fields
- 4
Show missing or inconsistent information
- 5
Let the submitter correct it
- 6
Route the complete package to an authorized reviewer
- OutFinish with
Structured claims intake record
AI does the heavy lifting, people stay in charge
Classify submitted material, extract candidate fields and draft clarification questions. Deterministic rules test required fields and formats. Keep uncertain extraction visible and preserve the original statement. Do not infer missing material facts.
What your team sees
Key screens: Claim portal, evidence checklist, handler queue. Give submitters a mobile-friendly step-by-step form with document uploads and a visible completeness checklist. Staff see a queue with missing items and extracted fields. Place the original document beside each uncertain value. Show submitted, clarification required and ready-for-review states. In this product, the first view is claim portal, followed by evidence checklist and handler queue.
Accounts and administration
Secure uploads, configurable checklists, progress saving, duplicate handling, reviewer assignments, clarification threads, deadlines and submission history.
Integrations and data access
Broker-approved policy documents, case records and carrier requirements. Case management, customer records, document storage and notification systems. Begin with an exportable review pack before automating destination writes. These are candidate integration categories, not verified supported connectors.
How we build it
We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.
- 1
Scoping call
Day 1Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.
- 2
MVP
6 daysOne buyer segment, one recurring use case; first modules: collect incident facts; organize documents. Manual review in the loop. Built by our AI software factory.
- 3
Paid pilot
7 daysAccounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- 4
Full product
3 weeksRemaining modules: flag missing evidence; detect duplicate submissions; route claims handlers. Self-serve onboarding, billing, monitoring and the wider integration set.
- 5
Run and improve
MonthlyWe host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.
Why we start with an MVP
An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.
- Pick the riskiest assumption. Here: will claims administrators at insurance agencies use it to solve "initial claims arrive without usable supporting information"?
- Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
- Run a paid pilot. Process a bounded set of historical and new submissions.
- Measure, then decide. Track first-pass completeness and clarification messages. Then expand, change course or stop, with evidence instead of opinions.
MVP scope for this solution. Begin with claims administrators at insurance agencies and one recurring use case. Build the first two modules: collect incident facts; organize documents. Provide operator assistance for the third module: extract identifiers. Deliver structured claims intake record through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
After the MVP. After paid pilots establish value, automate the remaining modules: flag missing evidence; detect duplicate submissions; route claims handlers. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.
What the build depends on. Secure upload handling, reliable extraction, versioned completeness rules, submitter identity and staff routing. Third-party checklist changes require maintenance.
Investment
A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.
- Phase 1
MVP
One buyer segment, one recurring use case; first modules: collect incident facts; organize documents. Manual review in the loop.
- Phase 2
Paid pilot
Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- Phase 3
Full product
Remaining modules: flag missing evidence; detect duplicate submissions; route claims handlers. Self-serve onboarding, billing, monitoring and the wider integration set.
Indicative total, MVP to full product$41,500about 5 weeks of creation time · start with the MVP from $10,500
Running costs per month
A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.
| Stage | Hosting and infrastructure | AI usage | Total per month |
|---|---|---|---|
| MVP and paid pilotabout 3 customers | $50–$100 | $40–$90 | $90–$190 |
| Full productabout 50 customers | $190–$380 | $280–$560 | $470–$940 |
Run it or resell it
For your own team
Claims administrators at insurance agencies run it inside the business: claim forms, claimant uploads and approved requirements in, structured claims intake record out, reviewed by your people.
As part of your offer
Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.
Your brand, or this one
Run it under your own brand, or start from this concept style.
- primary
#279181 - accent
#c95489 - surface
#e4f1ef - ink
#22201e
- Headings
- Space Grotesk
- Text
- Inter
- Voice
- Reassuring, clear, no small print
Selling it to your own clients: the go-to-market playbook
Pricing to test
Test USD 500-2,000 setup plus USD 150-750 monthly for one form family and a capped submission volume. Quote specialist review and unusual document formats separately. Prices are experimental.
Message to test
Claims intake assistant for claims administrators at insurance agencies. Complete structured intake while coverage decisions remain with authorized staff. Demonstrate the claim through a claimant-to-handler intake demonstration.
Where to find buyers
Claims administration partners
Lead magnet
A claimant-to-handler intake demonstration
The first 30 days
- Week 1: interview five prospective buyers in this segment: claims administrators at insurance agencies. Ask to see a recent example of the problem and their current process.
- Week 2: prepare this demonstration using authorized or synthetic material: a claimant-to-handler intake demonstration.
- Week 3: present it through claims administration partners and seek one narrowly scoped paid pilot.
- Week 4: review first-pass completeness, clarification messages, total delivery effort and a concrete renewal decision before increasing scope.
Paid pilot
Process a bounded set of historical and new submissions. Include missing, duplicate and unreadable documents. Compare complete submissions and clarification effort with the current intake method. For this solution, use claim forms, claimant uploads and approved requirements and evaluate structured claims intake record. Agree success thresholds with the buyer before starting; collect a baseline for first-pass completeness, clarification messages. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
Success metrics
First-pass completeness, clarification messages
Retention and expansion
Review incomplete submissions and simplify recurring friction. Expand to another form or document family after the first workflow reliably produces review-ready cases.
Why clients would pick it
Document-type expertise, tested completeness rules and a low-friction client experience embedded in a repeat administrative process. For this solution, build around complete structured intake while coverage decisions remain with authorized staff. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
Alternatives and positioning
Email collection, generic web forms, spreadsheets and existing case management systems. Differentiate on this specific proposed advantage: complete structured intake while coverage decisions remain with authorized staff. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Main delivery costs
Document processing, storage, exception review, support, checklist maintenance and customer-specific integration work.
Safeguards
Separate document preparation from coverage, underwriting and claims decisions. Authorized professionals review policy meaning and customer commitments. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.