AI Lead Qualification

Turn sales judgment into usable criteria

Start with the questions your team already uses to assess fit: the requested service, the problem to solve, the available scope information and the next conversation needed. We review accepted and uncertain inquiries with the sales owner to make those criteria explicit.

Each field needs a defined meaning. A missing budget answer, for example, can trigger follow-up rather than an invented score. The rulebook distinguishes an explicit mismatch from incomplete information so the queue tells representatives what they should do next.

Give every result a reason and a destination

The qualification output combines the decision with the information that supports it. Representatives can inspect the original inquiry, the criteria applied and the unresolved questions. That context keeps a score from becoming an unexplained label.

Routing follows the approved ownership rules. An inquiry may go to a named queue, a service owner or a person responsible for ambiguous cases. If the destination is unavailable or required information is missing, the workflow records the exception for review instead of treating the handoff as complete.

Test the rules with the people using them

We compare qualification results with the sales team on a representative set of inquiries. Disagreements reveal vague rules, missing information or a routing assumption that needs correction. Changes are reflected in the rulebook before the next evaluation.

Acceptance checks cover the assigned result, its explanation and the receiving owner. The team can then review overrides and exception patterns during operation. If the result also needs to appear in your CRM, that field mapping and delivery path form a connected integration scope.

How the work is delivered

1. Define fit Review service criteria and sample inquiries with the sales owner. Agree what qualifies, what needs clarification and who decides uncertain cases.
2. Build the decision and route Produce an explained qualification result and connect it to the approved receiving queue or person.
3. Review and refine Check ordinary and ambiguous examples with sales, then record the accepted rules and the override process.

Example: an inquiry with incomplete scope

Illustrative example

A prospect describes a relevant operational problem but leaves the project details open. The workflow flags the missing information, explains the potential fit and assigns a follow-up owner. Sales can ask a focused question instead of rejecting the inquiry on an unsupported assumption.