Buyer team account management at scale

The challenge

The platform served 800 corporate buyers, each of whom expected the kind of personal account management a key-account manager provides: knowing their order history, their negotiated contract terms, their reorder cadence and their preferred SKUs.

Doing that by hand across 800 accounts was simply impossible, there weren't enough account managers in the building. So most accounts got nothing: no proactive restock reminder, no help with a change order, no one noticing when a regular buyer quietly stopped ordering.

That silence showed up directly in retention. Accounts churned not because of price, but because nobody was minding the relationship.

The solution

A dedicated AI account manager now runs alongside every customer, giving 800 buyers white-glove attention that previously didn't scale:

• Per-account memory, the agent works from each buyer's order history, contract terms and preferences held in the Knowledge Base, so it answers "the usual, but double the filters" correctly without a human looking anything up.
• Proactive restock outreach, scheduled Follow-ups fire ahead of each buyer's typical reorder date over Email and WhatsApp, turning a passive catalogue into an active account manager.
• Change orders end-to-end, the agent edits quantities, swaps SKUs and confirms updated pricing, writing the result straight into the CRM via create_crm_deal / edit_crm_deal with the deal linked back to the account.
• Churn signals caught early, when a regular buyer's ordering rhythm slips, the agent notices and reaches out, and Labels & Statuses flag the account for human attention before it's lost.
• Escalation with context, contract renegotiations and disputes hand off to the real account team through Hand-off Control, with the full history attached.

Personal account management finally scaled to every customer, not just the top 5%, and the silent churn that came from neglect dried up.

What was deployed