URLab
URLab
FREN
Evaluate a use case

Pricing

Redesign motor pricing without fragmenting the study.

URLab handles data preparation, GLM development, comparisons, documentation, and the transition from model to usable tool, under actuarial control.

Evaluate a pricing studyExplore the environment
01

Data

Build a modelling base ready for challenge.

The agent brings together policies, exposure, and claims, then documents transformations and controls.

  • Traced joins and exposure rules
  • Data quality and bias analysis
  • Versioned, reproducible modelling base
02

GLM

Iterate quickly without sacrificing statistical rigour.

The agent masters authorised statistical libraries and uses documented actuarial methods to develop, compare, and diagnose models.

  • Variable selection and transformation
  • Diagnostics, stability, and performance
  • Explained relativity tables
03

Industrialisation

Industrialise pricing in a governed workflow.

Pricing scripts co-created with agents are chained with specialist agents — tender analysis, controls, and explanations — in a versioned, replayable workflow.

  • Deterministic, versioned calculation scripts
  • Specialist agents to analyse the tender and control results
  • Embedded stop points, human approval, and traceability

Industrialised study

From statistical choices to a governed pricing cycle.

One thread connects controlled data, agent-assisted exploration, actuarial judgement, and the chaining of scripts and controls in a replayable workflow.

  1. 01

    Data

    Strengthen

    Build a controlled, documented, and versioned pricing base.

  2. 02

    URLab agents

    Explore with agents

    Test, compare, and explain more models and scenarios.

  3. 03

    Actuary

    Decide

    Retain actuarial judgement over effects, assumptions, and methods.

  4. 04

    Workflow

    Industrialise

    Chain deterministic scripts and specialist agents in a governed workflow.

Discover governed workflows

Decision capacity

Explore more, industrialise only what has been approved.

Agents accelerate exploration and comparison. The selected method remains explicit before becoming a versioned, controlled, and replayable production asset.

Agents

more models, diagnostics, and scenarios challenged

Scripts

the approved method stays deterministic, visible, and versioned

Workflow

analysis, calculations, controls, and approval replayed together

Explore quickly, decide with expertise, then industrialise a controlled method.

Evaluate a pricing study

Pilot project

Bring your next pricing study.

We will show how URLab coordinates the data, GLM, review, and deliverable in one process.

Evaluate a pricing study