Insurance analytics · London

Pricing intelligence for modern insurers.

Physar builds the analytics layer behind better insurance — from data pipelines to live rating engines, pricing models, and underwriting decisions.

5M+quotes analysed
12UK regions modelled
99.9%endpoint uptime
What we do

Four capabilities, one platform.

Pricing

GLM and GBM models, hyperparameter tuning, and live rate deployment — built on the data you already have.

Analytics

MI and BI dashboards for loss ratio, retention, and channel economics. From warehouse to decision in seconds.

Underwriting

Rules, caps, collars, and referral logic. Change underwriting behaviour without waiting on IT.

Data

DuckDB, BigQuery, dbt, and pipelines that keep your models fed with clean, fresh data daily.

How it works

From data to decision in three steps.

01

Connect

Point Physar at your warehouse, quote database, or policy admin system. We handle the schema.

02

Model

We build pricing and underwriting models on your data, with full transparency and auditability.

03

Deploy

Go live on our rating API. Change prices and rules in the admin dashboard — no engineering ticket.

Live demos

Try the platform.

Live

Motor Insurance

Driver age, vehicle group, NCD, telematics score → live premium with IPT.

Open demo →
Coming soon

Pet Insurance

Breed, region, age, and MoneyBack option → risk-adjusted premium.

Preview →
Coming soon

Home Insurance

Property, postcode, and claims history → rebuild and contents cover.

Preview →

See Physar on your data.

Book a 30-minute walkthrough. We'll model a sample of your book and show you the difference.

Book a demo