The agent runs a continuous audit of every open opportunity against a set of required data completeness standards: close date (is it a real date or a default placeholder?), deal stage (has it been updated in the last 14 days?), primary contact (is the contact still at the company?), economic buyer (is this field populated with a verified contact?), next step (is there a logged next activity scheduled?), and deal value (is it populated and realistic?). Each missing or suspect field is flagged on the opportunity record — not in a separate report that requires manual reconciliation.

One of the most common reasons deals stall is that the champion or primary contact left the company — and no one on the rep's team noticed for weeks. The agent monitors all key contacts on open opportunities for job change signals: LinkedIn updates, enrichment data changes, and email bounce patterns. When a contact's status changes — or when their LinkedIn shows a new employer — the opportunity is flagged immediately with the departed contact highlighted and a task to identify and verify a replacement. This turns what's typically a surprise discovery into a managed transition.

A stalled opportunity isn't just a data quality problem — it's a rep execution problem. The agent identifies opportunities where the next step is missing, overdue, or unlikely to progress the deal (a generic 'follow up' task with no specific action) and generates a contextually appropriate next step based on the deal's current stage, the last activity, and the risk signals present. 'Follow up' becomes 'Send the security questionnaire to Marcus T. (IT Director) — it's been 21 days since it was requested.' Specific, actionable, grounded in deal context.

CRM data quality isn't a one-time fix — it's an ongoing discipline. The agent reports on data quality trends across the pipeline: which field types are most commonly flagged, which reps have the highest and lowest data quality scores, and whether data quality is improving or declining week over week. Managers use this report not to penalize reps but to identify where coaching is needed and where the CRM fields themselves might need restructuring. A field that's almost always blank is either poorly positioned in the layout or not actually useful.