Discovery throughput 3.2× at a 14-attorney boutique litigation firm.
“Discovery review throughput 3.2× in 9 weeks. Realization +18 points. Two new attorney practices onboarded without adding overhead.”
† Drawn from real engagements; identifying details changed, outcomes calibrated to what we can defend across the cohort.
Boutique litigation firm. 14 attorneys, 22 staff. Realization 71% pre-engagement; discovery review was the constraint on caseload growth.
Before we came in.
Discovery review averaging 2.4 hours per attorney per document pack. Partner-time leaking into routine review. Two new partners onboarded but stalled on capacity.
Cut review time per pack by 60%. Lift realization to 85%. Absorb the two new partners' practices into existing footprint.
The build.
Custom retrieval layer over firm's historical workproduct. Agent orchestration over discovery review, privilege screening, and production. Governance dashboard with ABA-aligned audit logs. 9-week Install.
What changed.
Throughput 3.2× by week 10. Realization +18 points on flat headcount. New attorney practices onboarded inside existing footprint. CAS-equivalent advisory line spun up in month 5.
STILL RUNNING ON RETAINERDiscovery review pipeline, privilege screening agent, retrieval layer over engagement archive — continuously tuned, ABA audit-trail compliant.
In their words.
“My associates used to triple-check the AI output. Now they triple-check their own.”
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