What actually happened?
Keep the source, observation date and account match beside the claim. Separate a published announcement from a model’s interpretation of what it could mean.
Signal-to-action designIllustrative workflow
Find the buying window.
Show the seller why.
A useful commercial signal needs a source, a reason it matters and a person who knows what to do next.
This is a fictional worked example of a workflow Redline could build. It does not describe a client engagement, live deployment or achieved result.
01The example
A reason to look.
Then a reason to act.
Imagine a company announcing an expansion while hiring people to run it. Those are observable events. Whether the company needs your product is a separate question.
A useful system would connect the events to the right account, examine the commercial context and distinguish evidence from inference. The output would help a seller investigate a plausible need.
- 01Observed
- A company announces a new operation and posts roles to support it.
- 02Interpreted
- The expansion may create a need for new systems. Buying intent is still unconfirmed.
- 03Next action
- Check account history, verify the need and give the owner the source evidence.
Evidence → judgment → a next step
02The decisions inside the workflow
Does this belong in the queue?
Check fit, customer status and existing opportunities before creating another acquisition task. Route an existing relationship to its owner; hold weak or ambiguous matches for review.
What should the seller verify?
Explain the possible need, the evidence behind it and the open question. Give the owner a focused research or conversation prompt without presenting an inferred need as confirmed intent.
Was it worth the seller’s time?
Review relevance, false positives and seller feedback. Refine the criteria before expanding coverage. Measure commercial contribution separately from the volume of signals collected.
Start with the business problemWhat is the team
What is the team
trying to get done?
The priority. Where the work gets stuck. What a useful result looks like. Bring that to the conversation; we’ll work through a practical first scope together.
Talk to Redline What we’ll cover ↗