Receipts.
Not promises.
Production AI systems shipped across e-commerce, healthcare, legal, financial services, and manufacturing. Real businesses, real numbers, real operators willing to talk to you about what changed.
High-volume support, turned into a revenue engine.
A multi-brand DTC operator was burning analyst hours on refund tickets. We replaced the queue with a system that recovers revenue instead.
End-to-end claims processing, replacing manual billing.
Dental practices spend hours every week reconciling X12 claims, ERAs, and denials. We built a system that handles it overnight, with audit trails.
The full litigation lifecycle, on autopilot.
A personal-injury defense firm was running on six legal assistants and still missing deadlines. Now: one assistant and a system that never sleeps.
KYC onboarding automation for fund administration.
Onboarding new LP entities took weeks of manual document-chasing across three portals. We replaced the workflow with a system that runs in hours.
Market intelligence at industrial scale.
A global manufacturer needed eyes on competitors across four continents. We built a scout that distills 15–30 vetted sources into one weekly digest.
Back-office reconciliation across plants and ERPs.
Eight co-packing plants on three ERPs meant a month-end close held together by spreadsheets. We automated the reconciliation end to end.
Patient ops and insurance verification for multi-location dental.
Eight dental locations were losing hours to eligibility checks and after-hours gaps. We put patient ops and insurance verification on autopilot.
Litigation operations packaged into a daily decision engine.
A litigation team's docket lived across three systems and a partner's memory. We packaged it into one daily decision engine.
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