Case Work
Dollars displaced. Hours reclaimed. Measured.
Eight anonymized engagements across the industries we work in most. Real numbers, real cycle times, real money. Names withheld because the work is still operating in production.
$14.9M
Year-1 client value, aggregate
8
industries, one playbook
11wk
median time to production
100%
still operating
Financial Services14 months
$1.2M
saved · Year 1
Replaced four reconciliation analysts with a swarm of specialist agents.
A $80M mid-market wealth-management firm
$680,000 engagementRead case →
Legal9 months
$840K
annualized savings
Six FTE worth of doc review, returned to partners as billable strategy.
A $300M AmLaw 200 firm
$420,000 engagementRead case →
Healthcare12 months
9.4 days
→ 38 hours
Cut claims-triage cycle from 9 days to 38 hours.
A regional payer covering 1.4M lives
$890,000 engagementRead case →
E-commerce7 months
42%
ops cost reduction
Reallocated six merch roles to growth, ran 14x more A/B tests.
A Series-C DTC apparel brand at $140M ARR
$310,000 engagementRead case →
Manufacturing11 months
87%
defects caught upstream
Caught 87% of line-defects before they hit packaging.
A privately-held $220M industrial-components manufacturer
$540,000 engagementRead case →
Professional Services10 months
-19 days
days sales outstanding
Cut DSO by 19 days, recovered $3.1M in unbilled WIP.
A 240-person management-consulting firm at $95M revenue
$385,000 engagementRead case →
Real Estate8 months
+14pts
renewal rate
Renewals up 14 points. Leasing-agent time on the wrong leads, down 60%.
A multifamily owner-operator with 18,400 units across 9 states
$520,000 engagementRead case →
Insurance13 months
3.1x
submission throughput
Same underwriting headcount, 3.1x submission throughput.
A specialty commercial-lines carrier writing $480M GWP
$720,000 engagementRead case →