Professional-services AI Coordination Playbook
Coordination practices for consulting, accounting, legal, and advisory firms running AI agent teams. Covers engagement management, utilization tracking, knowledge reuse, compliance walls, and client relationship orchestration.
Time & Billing
Invoice Timing Coordination
The billing agent coordinates invoice generation with the engagement agent and the client relationship agent. Invoices go out after deliverable milestones, not on arbitrary monthly cycles. The relationship agent confirms client satisfaction before the billing agent generates the invoice.
What goes wrong without this
An invoice for $28K goes out on the 1st of the month. The client received a deliverable on the 28th that they have questions about. The invoice arrives before the questions are answered. Payment is delayed 45 days while the dispute is resolved.
Real-Time Utilization Tracking
The billing agent tracks each consultant's utilization rate (billable hours / available hours) in real time, not at month-end. Target utilization varies by role: partners 40%, senior consultants 70%, associates 85%. Alerts fire when anyone drops below target for 5+ consecutive business days.
What goes wrong without this
A senior consultant is at 35% utilization for three weeks. Nobody notices until the monthly report. By then, $18K in potential billable time is lost and cannot be recovered.
Write-Off Prediction
The billing agent identifies engagements trending toward write-offs by comparing actual hours to budget at each phase gate. A write-off prediction above 10% triggers a conversation about scope, staffing, or client expectations before the work is done, not after.
What goes wrong without this
The engagement closes and the billing agent calculates a 25% write-off. Leadership is surprised. The data was there at week 3 but nobody was watching the trend.
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