Proof, not promises.

A look at what we've shipped for the teams we work with — the problem, the system we built, and the scope delivered.

One source of truth for two centuries of commerce

The challenge

Two centuries of commerce data scattered across legacy systems and spreadsheets — no unified architecture, governance, or documentation.

What we built

A 3-tier medallion data lakehouse with automated source discovery, a living documentation wiki, and a 0–100 data-health scoring model — the foundation for AI pricing, lotting, and personalization built on top.

Data-quality dimensions

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Healthcare EducationAmerican Dental Institute

More business, same team

The challenge

Growth capped by manual operations — a one-person operational bottleneck, dozens of after-hours leads unanswered every month, and finance spread across multiple spreadsheets.

What we built

22 AI systems on a governed data platform — a 24/7 nighttime SDR agent, a daily sales copilot, an alumni journey engine, and a RAG course advisor — with a dedicated AI Transformation Engineer embedded for six months.

AI systems deployed

24/7

Sub-5-min lead coverage

Embedded AI engineer

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FinTech · PaymentsEBS · ARCA

The AI engine room for a payments platform

The challenge

Let banks, marketplaces, and SaaS companies launch their own branded payments businesses at global scale — with fraud intelligence, smart routing, automated onboarding, and bulletproof round-the-clock operations.

What we built

Six embedded AI engines — real-time fraud and risk, automated KYB/KYC onboarding, smart transaction routing, subscription and dunning, AI support and disputes, and embedded analytics — with Cross Systems running the platform 24/7.

<50ms

Real-time decisioning

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