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.

Filter by industry 9 studies

An AI underwriting agent for multifamily acquisitions.

A multifamily acquisitions firm was capping deal throughput on manual data entry. We replaced it with an AI agent that underwrites a deal in minutes.

30 → 5 min
Underwriting time per deal
Read the case study

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.

$200K/mo
Recovered revenue
Read the case study
HEALTHCARE & DENTAL Maverick Dental

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.

50%+
Clearinghouse cost cut
Read the case study
LEGAL Gobel Flakes

Agentic legal ops that scale caseload, not headcount.

A personal injury defense firm ran litigation across six disconnected systems and six legal assistants. Now: one assistant, one agentic system, $330K a year back.

$330K/yr
Annual savings
Read the case study

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.

200+
LLCs onboarded
Read the case study

Agentic competitive intelligence at industrial scale.

A publicly-traded global equipment manufacturer was tracking 50–100 competitors by hand. Now: an agentic system monitoring 200 competitors across 10,000+ sources per cycle.

100 hrs/mo
Recovered
Read the case study
MANUFACTURING Wildpack Beverage

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.

8 plants
Live
Read the case study
HEALTHCARE & DENTAL Oscar / Canopy Dental

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.

8 locations
Live
Read the case study
LEGAL Grossman Green

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.

$45K/mo
Reclaimed
Read the case study

Ready to become
AI-Native?

Book a 30-minute conversation. We'll map the highest-leverage workflows in your business and tell you whether AI is the right answer.