Insurance
Insurance runs on decisions made under uncertainty and defended years later. The software has to reach the decision quickly, record exactly why it was reached, and still let the pricing change next quarter without a rebuild.
Where policy and claims systems strain.
The core platform is usually sound at what it was bought for. The strain shows up around it — in the rules, the documents and the reporting, which the business changes far more often than it changes the platform.
Rules buried inside the platform
Rating and eligibility logic lives where only two people can change it, so a pricing decision waits on a release schedule.
Claims queued behind documents
Intake arrives as PDFs, photos and email, and the file waits for a person to read it before anything can be assessed.
Decisions that must be explainable
A declined claim or a rated premium has to be reconstructable years later, which rules out anything nobody can account for.
Returns assembled by hand
Regulatory and reinsurance reporting rebuilt each period from extracts, with the reconciliation finished off in spreadsheets.
Move the rules out where the business can reach them.
Externalise the rules
Rating and eligibility expressed as versioned, testable rules outside the core platform, so a change becomes a deployment rather than a project.
Automate the intake
Documents and photos classified and extracted on arrival, with a confidence threshold below which a person still decides.
Keep the decision trail
Every automated decision stored with its inputs and the rule version behind it, because “the system said so” is not a defence.
Generate the returns
Regulatory and reinsurance reporting produced from the same record the business runs on, rather than from a parallel extract nobody owns.
Faster decisions that still stand up later.
What changes for the people doing the work, not just for the systems behind them.
- Rating and eligibility rules versioned and changed without a platform release
- Claims intake classified and extracted on arrival instead of in a queue
- Every automated decision stored with its inputs and rule version
- Straight-through processing where confidence is high, referral where it is not
- Regulatory and reinsurance returns generated from the operational record
- Integration around the core platform rather than modification of it
What we usually bring to this sector.
The things this sector asks first.
Rarely, and we would not lead with it. Most of the pain sits in the rules, documents and reporting that have grown around the platform, and those can move without touching it. Replacement is a much larger conversation, and it should be triggered by the platform blocking the business rather than by frustration with its surroundings.
It can classify, extract and rank, which is where most of the time is actually recovered. The decision itself stays with rules and people wherever it has to be explained — a model that cannot account for a declined claim is a liability rather than an efficiency.
Rules are versioned, tested and dated, so what applied on any given day can be reproduced exactly. Changes ship through the same review as code, which is what turns an audit into a retrieval exercise instead of an investigation.
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