Our Standard
Responsible AI Statement
Signal Forge measures how AI systems represent businesses. The discipline that makes that measurement worth trusting is the same discipline we apply to our own use of AI.
Human oversight
AI-assisted tools help us collect and organize evidence and prepare documents. They do not decide what we tell a client. Every deliverable is reviewed by a person before it is issued. Responsibility for what a Signal Forge report says rests with Signal Forge, not with a model.
Transparency
We say when AI is involved. Our AI operations assistant, Sara, introduces herself as an AI assistant and never pretends to be human. Our reports name the AI systems measured and the date of measurement. Nothing about our use of AI is hidden behind the curtain.
Evidence first
We measure before we interpret. Our reports separate what was observed from what it might mean and from what we recommend. We label each one and never present an interpretation as an observation.
No fabricated conclusions
Every statement in a Signal Forge deliverable traces back to something we actually measured, on a dated snapshot. If the evidence doesn't support a claim, we don't make it. Where evidence is missing, we say it is missing rather than filling the gap with inference.
No guaranteed outcomes
Signal Forge identifies opportunities, implements changes where appropriate, and measures observed outcomes. Because AI recommendation systems evolve continuously and remain outside the control of any individual organization, no specific recommendation, ranking, visibility, lead generation, or business outcome can be guaranteed.
Systems change — and that's the point
AI systems are updated constantly by the companies that run them. A measurement is a snapshot in time. When a later measurement differs from an earlier one, that difference is the finding, not an error.
Limits we hold ourselves to
- We do not present a model's output as fact without recording what was asked and what was answered.
- We do not claim influence over systems we do not control.
- We do not use fear to sell a measurement.
- We do not let an AI assistant advise a client on what to do; that requires a human and a separate engagement.
Measure first. Interpret second.