CAPITALMANAGEMENT CENTER

RESEARCH / 03

Make the decision
process visible.

A useful scenario can be explained, reproduced and challenged.

Reviewed 13 November 2026 · Technology and governance

Document what changed

A scenario should show its starting capital, allocations, applied shocks and cash requirements. Exporting those inputs alongside the results helps reviewers understand why two runs differ.

Separate automation from accountability

SS&C’s September 2026 announcement describes AI-enabled enhancements supported by governance and orchestration capabilities. This is a supplier’s announcement of its own technology, not an assurance that automation removes operational risk.

SS&C · 23 September 2026 →

Our interpretation: human ownership remains necessary when adopting new tools. A proposed workflow should identify who approves assumptions, who investigates exceptions and when the output should be escalated.

What this demonstration does

The planner uses visible, deterministic arithmetic in your browser. There is no AI scoring, suitability assessment or recommended asset allocation. Inputs are not uploaded by the planner. The exported CSV contains the entered assumptions, derived amounts and method limitations.

Questions before a production build

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