Observe
Bring authorized signals into one evidence environment without turning the creator into the product.
Creator intelligence
WITNESS for creators.
Dashboards can tell you what happened. WITNESS Standard is built to help you understand what it means, what the evidence actually supports, what remains uncertain, and what changed enough to deserve your attention.
The distinction
Proof is useful. Interpretation is the next problem.
Modern creator tools increasingly help establish provenance, identity, authenticity, attribution, or raw performance data. Those are valuable inputs. They do not, by themselves, answer the harder questions: Why did reach change? Which explanation best fits the evidence? Are multiple platforms telling the same story? Is a spike meaningful or anomalous? What would change the conclusion?
WITNESS is an evidence and intelligence layer for those questions. It connects authorized creator signals, preserves where each claim came from, compares competing explanations, and keeps uncertainty visible instead of compressing everything into a confident-looking answer.
Creator analytics vs. creator intelligence
From metrics to evidence-backed findings.
Reconcile
Compare changes across time, sources, releases, campaigns, public signals, and connected data before drawing a conclusion.
Challenge
Test the leading explanation against alternatives, missing evidence, anomalies, and contradictory signals.
Explain
Separate what is established, inferred, disputed, and unknown, with the path back to evidence still attached.
Watch
Turn an important question into a persistent watch so material changes can find you instead of waiting for another dashboard check.
Preserve
Keep durable records of findings, provenance, methods, and uncertainty so intelligence does not disappear into a chat transcript.
Evidence-backed AI
Give your AI a Witness.
Generative AI can produce a plausible explanation quickly. Plausibility is not the same thing as support. WITNESS is designed so useful intelligence stays attached to the evidence, methods, alternatives, limitations, and conditions that could change the conclusion.
That makes WITNESS useful directly through its own interface and as an intelligence layer beneath compatible AI clients through MCP-native surfaces.
Creator-controlled
Your evidence is not the product.
Connected creator data remains bound to the creator's account and workspace. WITNESS is built around the creator as the protected principal: the purpose of the record is to preserve and distribute accurate knowledge about the work, not to turn the creator into inventory.
The next question
Know what the evidence supports.
Ask WITNESS a real question about a creator signal, release, campaign, claim, or change.
Ask WITNESS