Persistent intelligence
WITNESS Watches.
A Watch turns an important question into persistent creator intelligence so WITNESS can notice when new evidence materially changes the answer.
The problem
Dashboards wait for you to come back.
Creators repeatedly reconstruct the same context: compare periods, check platforms, remember prior anomalies, reopen campaigns, and decide whether a change matters. A Watch preserves the question and the relevant state so the system can evaluate new evidence against what was already known.
What persists
Baseline
The prior state that makes a new change meaningful rather than merely different.
Entities
The creators, works, platforms, releases, campaigns, and signals involved in the question.
Prior Findings
What WITNESS previously concluded, with the evidence and uncertainty that supported it.
Open hypotheses
Competing explanations that remain unresolved or are waiting for additional evidence.
Material change
Not every movement deserves an alert.
WITNESS is designed to distinguish ordinary fluctuation from novelty that changes the state of understanding. Signal Integrity and prior context can be applied before a Watch escalates a change into a new Finding.
Pro
From “ask me” to “I noticed something.”
The proactive WITNESS experience is built around the system surfacing meaningful changes above a threshold rather than forcing the creator to repeatedly ask the same question. The goal is not notification volume. The goal is decision-relevant intelligence.
Findings · Records · Signal Integrity · Creator intelligence