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.
Operations
Cross-Sell Coordination
When an engagement surfaces an opportunity in a different practice area, the engagement agent routes it to the right practice lead with full context: what the client needs, who the relationship owner is, and what the timing looks like. No cold handoffs.
What goes wrong without this
A technology consultant discovers the client needs a strategy review. They mention it to a strategy partner in passing at lunch. The lead goes cold because nobody followed up with context. $150K opportunity lost.
Partner Time Allocation Protection
Partners must split time between client delivery, business development, and firm management. The operations agent tracks the ratio weekly and flags when any partner spends more than 60% on delivery (starving the pipeline) or less than 30% on delivery (clients feel abandoned). The ideal split varies by firm stage but the agent makes the split visible rather than invisible.
What goes wrong without this
A partner is 80% billable because they love client work. Business development stops. Six months later, when current engagements end, their pipeline is empty. Revenue drops 50% for their practice. The firm realizes too late that the partner's billable hours were masking a pipeline crisis.
Partner Time Protection
Partners must split time between client delivery, business development, and firm management. The operations agent tracks the ratio and flags when any partner spends more than 60% on delivery (starving the pipeline) or less than 30% (clients feel abandoned).
What goes wrong without this
A partner is 80% delivery because they love the work. Business development stops. Six months later, when current engagements end, their pipeline is empty. Revenue drops 50% for their practice.
Weekly Practice Area Health
Each practice area (strategy, technology, operations, etc.) gets a weekly health report from the operations agent: utilization, pipeline, active engagements, write-off risk, bench time, client satisfaction trends. Practice leads see their business unit in one view.
What goes wrong without this
The technology practice is 40% utilized while the strategy practice is at 110% and burning people out. Nobody sees the cross-practice imbalance because each practice tracks its own metrics in isolation.
Weekly Practice Area Health Report
Each practice area (strategy, technology, operations, etc.) gets a weekly health report from the operations agent: utilization rate, pipeline weighted value, active engagements, write-off risk, bench time, and client satisfaction trends. Practice leads see their business unit in one view. The managing partner sees all practices side by side to identify cross-practice imbalances.
What goes wrong without this
The technology practice is 40% utilized while the strategy practice is at 110% and burning people out. Nobody sees the cross-practice imbalance because each practice tracks its own metrics in isolation. Resources could have been cross-deployed.
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