Three layers of truth

When an AI gives you a figure or a rule about your retirement, there are three levels at which to validate it, from the most general to the most personal:

An AI replaces none of these three layers. It is there to help you frame the right question to put to each of them.

Layer 1 — Official sources for the rules

Amounts, thresholds, ages, limits: these change every year and an AI often works from stale information. Go to the source:

To verify… Official source
QPP, pension age, deferral, personal statement Retraite Québec — My Account
OAS, GIS, clawback, payment schedule Canada.ca — Public pensions
RRSP/TFSA limits, RRIF withdrawals, tax rules Canada Revenue Agency · My Account
Quebec credits and income tax Revenu Québec
Budgeting, debt, neutral financial education FCAC
The right reflex. An AI says "maximum OAS is $X"? Do not write it down — go and confirm it on Canada.ca. An official figure takes ten seconds to check and spares you a decision built on a phantom number.

Layer 2 — Your personal data

No public source knows your situation. Two reservoirs of truth belong to you:

Government calculators (such as the Canadian Retirement Income Calculator) are useful, but they start from generic assumptions. Your real numbers sharpen everything.

Layer 3 — The professional for decisions

For the heavy choices — drawdown order, tax strategy, estate planning — a regulated designation offers a guarantee no AI can give: professional liability. In Quebec, check that a planner actually holds the Pl. Fin. designation and consult the registers:

Be wary of AI "advice" on a specific investment. Recommending a security or a fund is investment advice, a regulated activity. An AI is neither authorized to give it nor accountable for it. Treat any such suggestion as a lead to validate, never as a recommendation.

The ideal flow, in practice

Put end to end, it makes for a simple, fast method:

The AI speeds up step 1. The other three remain the foundation. That is what separates someone who is informed from someone who believes they are.

A companion to our articles on AI and retirement planning and the right questions to ask an AI. The links point to official bodies; their addresses may change. This text is informational and does not constitute financial advice.