Launch announcement · August 20, 2026
See what changed. Test why. Know what the evidence supports.
WITNESS Standard launches August 20, 2026 as evidence-backed creator intelligence built around a simple interaction: ask the question that matters, investigate the evidence required to test it, inspect the Finding, and keep it alive when new evidence could change the conclusion.
01 — Ask
Start with the uncertainty, not the dashboard.
Ask why a release underperformed, what changed in an audience, whether a distribution shift explains a reach decline, which signal deserves attention, or whether the available evidence is strong enough to justify a move.
02 — Investigate
Make the explanation answer to the evidence.
WITNESS determines which authorized evidence is relevant, reconciles source identity and timing, compares current movement with context and baselines, forms the explanation that best fits the evidence, and challenges it against alternatives, counter-signals, missing evidence, and contradictions.
03 — Find
Inspect the conclusion instead of trusting the prose.
A WITNESS Finding keeps observations, source evidence, competing explanations, limitations, confidence, uncertainty, and change conditions attached. Unknown remains a valid result when the evidence does not justify a stronger conclusion.
04 — Watch
Keep important understanding alive.
A Watch persists a material question or Finding so new evidence, changing baselines, subsequent outcomes, or contradictory observations can strengthen, weaken, or reopen the conclusion without another manual dashboard sweep.
The standard underneath
The WITNESS Standard stays underneath every move.
Signal Integrity evaluates evidence quality before downstream reasoning relies on it. Competing explanations, provenance, limitations, and uncertainty remain visible. Unknown is a valid result, and model output cannot directly establish truth. The Standard exists so useful intelligence does not require unsupported certainty.
The next move
Make the next move with the evidence attached.
Give your AI a Witness.
The creator intelligence loop · Platform intelligence · The WITNESS Standard · Signal Integrity · For AI