Service Economics
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The Margin Recovery Playbook

For when an engagement is losing money and you need to stop the bleeding.

When to Use This Playbook

  • An engagement's actual margin is more than 10 points below target
  • You've discovered post-facto that a "profitable" engagement has been losing money
  • A key client relationship is at risk because of delivery cost overruns
  • The Engagement Health Matrix placed this in "Busy Fool" or "Danger Zone"

What You'll Need

  • Contract value and current billing data
  • Time/effort records by role for the engagement
  • AI tool usage data (if available — rough estimates work)
  • SLA/penalty exposure details from the contract
  • 30 minutes for initial diagnosis, 1–2 hours for full process

The Process

Step 1: Diagnose the Root Cause Layer

Use the Service Economics Stack to identify which cost layer is driving the margin gap. Is it human delivery cost (scope creep, overtime, wrong seniority mix)? AI delivery cost (unattributed model usage)? SLA exposure? Governance overhead? Name the layer before you try to fix anything.

Step 2: Quantify the Gap

Calculate the exact delta between target margin and actual margin. Break it down by the cost layer you identified. You need a number, not a feeling. If margin should be 40% and it's 22%, that's 18 points — and you need to know where those 18 points went.

Step 3: Identify the Fastest Lever

Not every lever is equally fast or equally effective. Scope reduction is the fastest lever but requires a client conversation. Seniority rebalancing changes the cost profile without changing scope. AI cost attribution often reveals that costs assumed to be "overhead" are actually engagement-specific.

Step 4: Have the Right Conversation

If the lever is internal (seniority mix, processes, AI usage), act directly. If the lever requires client involvement (scope change, repricing), prepare the data first. Lead with the impact on quality and outcomes, not just cost.

Step 5: Implement and Track

Set a 2-week checkpoint. Measure the margin impact of the change you made. If the gap hasn't closed, return to Step 1 — the root cause may be in a different layer than you initially identified.

Common Mistakes

  • Fixing the symptom, not the cause. Cutting hours without understanding why hours grew just creates a different problem (quality drops, team burns out).
  • Treating all margin gaps the same. A margin gap from scope creep needs a completely different response than one from AI cost overruns.
  • Waiting for the monthly review.If you've identified a margin problem, two more weeks of data won't make the picture clearer. Act now, refine later.

Related Frameworks

DigitalCore automates this playbook — see how it works →