The recurring problem
Teams lose time finding the basic context needed to decide which prospects are worth pursuing.
Lead generation and research
This is an example of a focused engagement, not a promised customer result. The actual scope is agreed with the business before work begins.
What we examine
We look at where prospect information comes from, who checks it, and which signals make a lead actionable.
What a narrow pilot may handle
Prepare a focused research brief using the sources and rules your team approves.
Human control
A sales owner reviews the brief and decides whether any customer-facing follow-up happens.
What we measure
Research handling time, brief acceptance, and the volume of usable records.
What determines next steps
At the end of the pilot, we review the agreed evidence together and explicitly decide to stop, continue, or expand.
Inputs to agree before starting
An agreed prospect list, your qualification criteria, and a list of permitted public or customer-approved sources. Define what makes a source current enough before research begins.
Illustrative deliverable
A research brief with company context, source links, the date checked, evidence for each qualification criterion, missing information, and a suggested next question. An unsupported claim is marked unknown, not filled in.
Scope and exclusions
The example ends at a reviewed brief. Buying contact data, scraping restricted sources, sending outreach, and changing CRM records are outside this scope unless separately agreed and authorised.
How to assess the pilot
Compare comparable prospect batches before and during the pilot. Count accepted briefs, corrections, unknown fields, and total human review time as well as preparation time. Faster drafts alone do not demonstrate a better result.
Plan the next step
Use our guide to choosing a first AI workflow, agree human review and control, and measure the complete operating cost before expanding.