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Custom AI systems, payroll platforms, and secure fintech that scale from prototype to production.

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What we build

Multi‑company payroll, clean pay stubs, admin+employee portals.

Private employee banking: reloadable cards, statements, direct deposit.

Offline voice assistant with memory, tools, and automations.

We ship production‑ready systems with security, observability, and CI baked in.

All news →

Latency, privacy, and cost are pushing models to the edge. Here’s how it reshapes apps and infrastructure.

Automating payroll is easy—earning trust isn’t. Here’s the blueprint for verifiable, explainable calculations.

From demo to dependable: patterns for tools, memory, and guardrails when agents meet real users.