Proof,
not promises.
Five engagements where AI replaced manual operations and the numbers moved. Real systems, real data, real production deployments — each one owned outright by the client at handoff.
Meridian Capital Group
Onboarding that took two weeks now closes before lunch.
Investor onboarding stalled for days — manual KYC checks, document chasing, and signature follow-ups across three disconnected systems.
An onboarding agent that ingests documents, runs KYC validation, captures 200+ compliance variables, and escalates to a human only when an exception actually exists.
Onboarding compressed from 14 days to 4 hours, with a complete audit trail on every automated action — and $180k in operational waste surfaced during discovery.
200+
compliance variables captured automatically
$180k
annual waste found in discovery
Laila Ostrovsky
Head of Operations, Meridian Capital Group
Northpoint Clinical Group
Prior auth used to delay care by days. Now it clears the same morning.
Prior authorization added 3–5 days to every patient's treatment timeline, and clinicians lost two hours a day to documentation that wrote itself badly.
A prior-auth automation layer on top of the existing EHR — assembling payer packets, drafting clinical notes for physician sign-off, and tracking every claim to resolution.
Authorization turnaround dropped from five days to same-day, physicians reclaimed two hours daily, and first-pass approval rates climbed to 87%.
2 hrs/day
of physician time returned
87%
first-pass approval rate
Dr. Elena Vasquez
Chief Medical Officer, Northpoint Clinical Group
Volta Retail
They were losing revenue they couldn't even see coming.
Demand forecasting lived in spreadsheets. Stockouts and overstock were discovered after the fact — and a growing support queue was outpacing headcount.
Autonomous reorder agents that monitor sell-through velocity, supplier lead times, and warehouse capacity — triggering purchase orders for standard SKUs with zero human approval.
$2.3M in annual stockouts eliminated, cart abandonment down 43%, and a replenishment engine that reorders before the team would have noticed the gap.
43%
reduction in cart abandonment
0
manual reorders for standard SKUs
Marcus Delacroix
VP of Supply Chain, Volta Retail
Cardinal Freight Systems
Exceptions used to cascade before anyone could respond.
Carrier exceptions were handled by hand — delays rippled across the network before an operator ever saw them, and supplier onboarding dragged past three weeks.
An exception-management system that watches every shipment in real time, predicts at-risk deliveries, and acts on them automatically — plus AI document review that compresses supplier onboarding.
Late delivery incidents fell 31%, four hours were cut from the average fulfillment cycle, and eight manual handoffs were removed from the workflow entirely.
4 hrs
cut from average fulfillment cycle
8
manual handoffs eliminated
Tomas Reynard
Director of Operations, Cardinal Freight Systems
Pylon Software
Slow onboarding was quietly churning their best customers.
New customers needed days of manual setup before seeing value, and support volume grew faster than the team could hire — eroding margin with every new account.
An AI-guided setup flow that configures itself from the customer's data, plus a support copilot that resolves common tickets and routes the rest with full context.
Time-to-value dropped from nine days to three, month-one churn fell 38%, and onboarding ran 3.1× faster without adding a single headcount.
38%
lower month-one churn
3.1×
faster onboarding to value
Aria Chen
VP of Product, Pylon Software
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