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Example: Property & casualty

ClaimLens — AI that does claims work

We can build AI that sorts and organizes claims work for companies like yours. The same core capability — turning unstructured documents into structured, actionable data — customized to your claim types, your rules, and your systems.

This is an example, not a product catalog. Your ClaimLens would be customized to your claim types, your document formats, your field names, and integrated with your specific systems. Every build is unique.

We build AI that turns hours of manual sorting and data entry into minutes of review and decisions.

We can build systems where your team stops doing rote sorting and starts making decisions. The AI does the rote work, the humans do the judgment.

📸

Reads any damage photo

Roof, water, fire, auto, hail — We train it on your photos and documents so it identifies damage type, severity, location, and dimensions. Works on phone snapshots, drone footage, and adjuster uploads.

📝

Pre-fills claim data for review

Extracts addresses, dates, parties, damage details, and descriptions from photos and docs. Data is structured and ready for your claims system. Adjuster reviews the 5% that needs judgment.

🎯

Flags for review

Anything unusual — high-value claims, conflicting info, the patterns and rules that matter to your company (high-value, duplicates, policy violations, etc.) — gets a yellow flag. Humans see the 5% that needs eyes, not the 95% that's clean.

🔌

Integrates with your stack

We integrate it with the systems you already use — your CRM, claims platform, email, or document storage. The AI lives in your existing workflow.

📈

Improves with your feedback

We design feedback loops so the system gets better at *your* specific documents, rules, and exceptions.

A document or request comes in. We can build a workflow that delivers organized, actionable output in the time your process requires.

01

Photos + first-notice-of-loss arrive

From the field, from a phone, from your existing intake form, from a drone, from email — wherever the claim comes in.

02

AI analyzes and extracts

Computer vision identifies damage. NLP pulls key facts from notes. Document AI reads any attached PDFs. Structured data emerges.

03

System pre-fills your claim form

Every field mapped. Every attachment linked. The claim file is 90% complete when it lands on your adjuster's desk.

04

Adjuster reviews in 5-10 minutes

Instead of typing for 2-4 hours. Their expertise goes to the judgment calls — coverage questions, fraud signals, customer empathy.

Our Minimum Guarantee: We deliver a fully working custom solution for your exact workflow. 1 month of tuning included until it hits your targets. You own the code. Fees non-refundable for work performed; our commitment is a functional product that works.

See exactly what the output looks like.

25-second animation of the AI workflow and results. This illustrates the type of deliverable we build for you — customized to your data and systems.

This is an example of capability. Your custom version would be trained on your data and integrated with your systems.

Your ClaimLens would be different from this one.

The architecture is the same. The details are all yours.

Your claim types

Homeowners, auto, commercial, workers' comp, specialty — we train on YOUR mix, not a generic model.

Your document formats

Your PDFs, your photo standards, your intake forms, your legacy system quirks. We adapt to what you have.

Your field names and data model

We match YOUR schema. Not a generic one. The AI speaks your language.

Your routing rules

How you assign claims, when to escalate, who reviews what. Your workflows, automated.

Your systems, integrated

CRM, claims platform, ERP, document store, email, Slack — whatever you run, we connect to it.

Your compliance and audit requirements

We build to your specific compliance, audit, security, and data handling requirements — whatever bar your company needs to clear.

Your edge cases

The weird stuff only your team knows about. We learn them and bake them into the model.

Your team, trained

Your people know how to use it, how to override it, how to give feedback. Adoption isn't an afterthought.

Example outcomes from custom builds we have delivered

30-90s
typical processing time per item
99%+
target extraction accuracy on your data
70-90%
reduction in manual sorting & entry (typical)
14d
typical time to first working version

Want your own ClaimLens — or something else entirely?

Tell us the work you want AI to do. We'll come back with a plan and a price in 48 hours.

Start a build