Governed actuarial workflows
Industrialize a process without losing control.
URLab orchestrates deterministic code, calculation engines, specialized agents, controls, and approvals in versioned, supervised, and repeatable workflows.
Hybrid orchestration
Deterministic when the rule is known. Agentic when the work must adapt.
The workflow combines the right execution modes in an explicit sequence rather than assigning every step indiscriminately to AI.
- Stable transformations and controls executed by versioned code
- Calculations applied through approved engines and functions
- Agents used to analyze, document, or handle variable cases
Database
Data quality
Premium BE calculation
Reserve BE calculation
Validation and independent recalculations
Report
Versioned method
The approved procedure remains stable from one cycle to the next.
Steps, scripts, parameters, thresholds, and approvals are grouped in a controlled version that can be published and reused.
- Exact version of every component retained
- Roles and stops defined before execution
- Changes reviewed before a new version is published
Versioned procedure
Procedure v12 authorised
Authorised for production
- Components fixedScripts v12 · parameters v8 · threshold 4.5%✓
- Control framework approvedRoles, stops, and human approval✓
- Version publishedProcedure v12 authorised✓
Supervision and exceptions
The workflow automates the expected path and surfaces what falls outside it.
Teams monitor runs, handle material exceptions, and retain the associated decision before the process resumes.
- Visible statuses and pending approvals
- Explained exceptions assigned to the right role
- Controlled restart after a decision or correction
Workflow monitoring
AgentData preparation
Central best estimate calculation
AgentStress-test analysis
Consistency checks
AgentClosing-report preparation
Workflow lifecycle
Build, approve, publish, supervise.
The workflow becomes a governed production asset. Its creation and evolution remain separate from routine execution.
01
Design
Assemble the steps, tools, engines, agents, and expected outputs.
02
Approve
Test the procedure and approve methods, controls, and exceptions.
03
Publish
Version the workflow and authorize it for the selected teams and scopes.
04
Supervise
Monitor cycles, approvals, exceptions, restarts, and outputs.
Execution foundation
Actuarial resources ready to be orchestrated.
The workflow brings together existing analysis code and scripts or those co-built with agents, the organisation’s data, and the specialised agents configured for its environment. URLab therefore provides a unified, focused actuarial context tailored to each client.
Scattered assets
Governed, versioned workflow
Collect
Calculate
Control
Validate
Deliver
Pilot process
Choose a process your team needs to run again.
We will start from your existing procedure to identify the deterministic steps, agentic interventions, controls, and decisions that must be preserved.