Start with the actuarial work you want to transform.

What your team gets

A review-ready reserving pack: controlled triangles, estimates by method, reconciliations, sensitivities and a concise report. The versioned run can be reused at each reporting date.

How URLab delivers it

The workflow connects preparation scripts, approved methods and analysis notebooks. A specialist agent handles less standard cases; the actuary sets assumptions, adjustments and the selected reserve.

What your team gets

Candidate model comparisons, diagnostics, a proposed rating structure and a review pack. This process has been applied to motor segmentation using real-world data and validated by an expert.

How URLab delivers it

The workflow connects data, modelling and testing through versioned scripts and notebooks. Specialist agents support variable analysis, while the actuary owns model structure, assumptions and trade-offs.

What your team gets

A regulatory pack links calculations, reconciliations, controls and reporting to applicable requirements and authoritative sources, creating a common review trail for actuarial, finance, risk and audit teams.

How URLab delivers it

The workflow orchestrates data, scripts and control notebooks. Specialist agents structure relevant sources; accountable business owners approve methodology, assumptions, materiality and final outputs.

What your team gets

A candidate table or assumption, reproducible code, diagnostics, sensitivities and a report documenting treatments and limitations provide a sound basis for deciding its use.

How URLab delivers it

Scripts and deterministic functions run repeatable treatments, while a specialist agent explores data and variants. The actuary defines population, corrections, segmentation, methodology and permitted use.

What your team gets

Documented valuation results, controls, assumptions and reusable components. A life, health and protection valuation workflow has been developed, tested and successfully used.

How URLab delivers it

The workflow combines data, scripts or notebooks, approved engines and specialist agents for variable inputs. The actuary retains control of valuation bases, methodology, assumptions, reference data and sign-off.

What your team gets

A capital and ORSA pack combines scenarios, projections, sensitivities, movement analysis and a decision trail without losing sight of the underlying assumptions.

How URLab delivers it

The workflow orchestrates approved engines, scripts and notebooks; an agent drafts initial commentary. Actuarial and risk teams interpret, while the designated governance body approves the ORSA conclusions.

What your team gets

A structured pricing pack combines controlled data, credibility assumptions, scenarios and a technical recommendation. Actuarial, underwriting and legal teams share a common basis for their decisions.

How URLab delivers it

A specialist agent structures the tender; the workflow connects reference sources, calculations and controls. The actuary approves technical bases and proposed rates, while each function signs off its own remit.

What your team gets

A clear model map, substantiated findings, independent recalculations and a traceable acceptance pack provide the evidence required to reach a validation decision.

How URLab delivers it

A specialist agent analyses formulas, dependencies and macros; scripts rerun calculations and controls. The actuary sets materiality and tolerances, assesses findings and provides final model sign-off.

What your team gets

A documented, reusable target implementation. The complete SAS-to-Python migration of a projection model produced working code, regression tests and an acceptance-testing pack.

How URLab delivers it

A specialist agent analyses legacy code and prepares the implementation; scripts and notebooks run parity tests. Experts approve architecture, tolerances, acceptance and production release.