The Advisory Dependency in Run-Off Management
Commutation decisions require calculating the net present value of a proposed settlement against actuarial central estimates from your Arius reserve models, then drafting term sheets and preparing risk-adjusted cash flow projections for the Board. In most run-off operations, that workflow runs through external advisory firms — because assembling the analysis internally, across Argo Group AMS and Arius, takes longer than the negotiation timeline allows. The result is advisory dependency on work that is fundamentally procedural once the actuarial models are in place.
Agents on the Commutation Workflow
An AI Labor Company agent mines commutation offer analysis and IBNR run-off reserve workflows from your Argo Group AMS environment and actuarial Arius reserve models, then deploys agents to auto-calculate net present value of commutation offers against actuarial central estimates, draft commutation agreement term sheets, and produce risk-adjusted run-off cash flow projections formatted for Board reporting. The Managing Director approves all binding commutation offers before counterparty negotiation — the agent handles the analytical production that currently lands on advisory firms.
Reducing Advisory Spend Without Reducing Rigor
Run-off advisory at this level is priced to reflect the specialized expertise it requires. An agent that handles NPV calculation, term sheet drafting, and Board projection production can reduce that spend by 35–55% per portfolio, with the program operational in roughly 18 weeks. The risk profile of commutation decisions doesn't change — the Managing Director still owns every binding offer. What changes is the cost and speed of getting to the decision point, and the capacity to evaluate more commutation opportunities in a given period without proportional external spend.
How does the agent interface with Arius reserve models specifically?
The agent reads actuarial central estimates and reserve outputs from your Arius environment. It does not modify reserve models — it uses their outputs as inputs to commutation NPV calculations and run-off cash flow projections.
Can the agent support negotiations across multiple cedants simultaneously?
Yes. The agent tracks commutation workflows across the full portfolio, not one negotiation at a time. Term sheets and NPV calculations can be produced in parallel as offers arrive, which is particularly valuable during periods of elevated commutation activity.