The SKAI method

From change to a defensible decision.

SKAI does not treat every page edit as intelligence. It preserves evidence, tests relevance, explains uncertainty, and elevates only what may change a business decision.

Six accountable stages

Every conclusion keeps its path.

Collection, interpretation, and recommendation remain distinct, so leaders can inspect the reasoning instead of accepting a black-box answer.

  1. 01
    Define

    Set the business, competitors, markets, priorities, and questions that make a change relevant.

  2. 02
    Watch

    Check only the active, approved public scope and record when each source was observed.

  3. 03
    Verify

    Compare history, suppress routine noise, and preserve the evidence behind a material change.

  4. 04
    Interpret

    Keep observed fact separate from business inference, assumptions, contradictions, and limits.

  5. 05
    Decide

    Compare acting, investigating, monitoring, or doing nothing; then bound the smallest responsible step.

  6. 06
    Remember

    Retain evidence, ranking, review, and decision history without silently rewriting prior output.

A useful Brief can be quiet

SKAI does not manufacture urgency.

A completed review may produce several Signals, one material development, or none. Coverage health and limitations appear with the result, so silence can be evaluated.

EvidenceWhat happened, where, and when?
ReasoningWhy might it matter to this business?
DecisionWhat is the next responsible move?

Control before collection

Monitoring begins only after the account and source scope are approved.

Paid entitlement, an active customer-selected competitor, and source-policy approval must all be present. Removing a competitor removes it from future collection and current reporting.