The recurring problem
Qualified enquiries and sales conversations lose momentum when follow-up is inconsistent across inboxes and records.
Sales follow-through
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 map the handoffs, timing, source material, and approval points around the current follow-up process.
What a narrow pilot may handle
Identify the appropriate next step and prepare a response or CRM update using approved context.
Human control
Sales staff approve or modify customer-facing communication before it is sent.
What we measure
Response time, approval rate, missed follow-ups, and relevant workflow volume.
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
A defined set of open opportunities, approved conversation context, the account owner, and agreed follow-up timing. Exclude records whose ownership or permission is unclear.
Illustrative deliverable
A follow-up queue showing the opportunity, last agreed step, evidence for the proposed response, draft wording, and the person responsible for approval. Missing context becomes a question for the owner.
Scope and exclusions
A prepared response is not a sent message. The reviewer checks recipient, claims, timing, and commitments before any approved execution. Pricing promises and contract decisions remain with the responsible person.
How to assess the pilot
Track overdue items, draft acceptance, substantive corrections, and time from review request to decision. Compare the same opportunity stage and include time spent resolving exceptions.
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.