Defined agent roles
Specialists have explicit domains, budgets, and boundaries.
From advice to coordinated action
A team of financial agents working from one truth.
Platform / 023 essential sections
Reviewed July 22, 2026
Reviewed July 22, 2026
Pareto decomposes a goal into specialist work—forecasting, cash-flow optimization, negotiation, tax analysis, legal preparation, and monitoring—then reconciles the result against the same household model.
Paths compared first
Alternatives and doing nothing are evaluated before commitment.
Humans hold authority
High-impact actions wait for the required review and approval.
01
Specialists, not one generic chatbot
Each agent operates within a defined domain, evidence standard, budget, and permission set. A coordinating layer resolves conflicts before anything reaches you.
02
Counterfactuals before commitments
Agents compare the likely effect of doing nothing, acting now, waiting, or choosing an alternative. Trade-offs are expressed in time, probability, liquidity, and risk.
03
Human approval where it matters
High-impact financial, legal, tax, and account actions remain reviewable. Pareto prepares the work and explains the consequence; you decide what crosses the boundary.
Make the plan yours