CRM Audit · Sales Operations · Workflow Design · AI-Assisted Analysis
From CRM clutter to a sales system people could act on.
A regional office equipment dealer’s CRM had quietly stopped doing its job. This is how a read-only audit, a scoring framework and a weekly call-priority system rebuilt trust in it. The client is confidential, so I describe them rather than name them.
The business problem
- More than 400 overdue activities
- Incomplete account histories
- Unclear renewal activity
- Difficulty deciding which accounts deserved attention first
- Reduced trust in CRM information
When nobody trusts the CRM, it stops being a data problem and becomes a revenue problem. Renewals get missed, follow-up stops, and the team falls back on memory and spreadsheets.
Read-only first
Nothing changed until we understood what we were looking at. I audited the system read-only against a scored framework and gave the owner a defensible number instead of an impression: an initial CRM health score of 47 out of 100.
The core concept was to prioritize before rebuilding. The audit surfaced specific, fixable problems, not a vague sense that the CRM needed work.
The work
- Read-only CRM audit against a 0 to 100 health framework
- Data cleanup and task organization
- Renewal visibility: 101 renewal tasks activated and tracked
- Account histories restored to dated activity across 16+ accounts
- A weekly sales prioritization workflow
- Documentation and a written handover
Conversation transcripts and AI-assisted analysis
AI-assisted analysis of sales-call transcripts was used to identify signals such as interest, urgency, objections, timing, need and conversational warmth. Those signals helped turn account information into a more useful weekly call-priority system.
“The real question became: Who should we call first?”
Human judgment remained in the process. AI supported human judgment. It did not replace it.
The goal was not a cleaner database. It was a better working sales system.
Attribution, stated plainly
The client’s salespeople made the calls. My system helped surface and prioritize which accounts deserved attention. The 12 verified sales conversations and 6 booked follow-up appointments below came from the client’s own outreach, working from the prioritized list.
Professional validation
I later walked approximately 50 sales executives through this audit framework, the score and the fix live at a Washtenaw Business Association event. That presentation is professional validation of the approach, not a client result statistic.
What happened next. The scoring framework from this engagement was strong enough to become its own productized assessment, now running publicly as Fix My CRM Fast. That is the pattern I bring to new work: build the thing properly once, then make it repeatable.
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Other work worth reading
Does your CRM sound like this?
A read-only audit is a low-risk way to find out what is really happening before anything changes.