Domain context, not guesswork

Every industry has its own constraints, compliance needs, and failure modes. Here's where we've built the deepest context.

Industries where we've built real context

Payment flows, ledgers, and compliance-aware architecture where correctness and auditability aren't optional.

Systems built with data privacy and reliability as first-class constraints, not afterthoughts bolted on later.

Catalog, inventory, and checkout systems that hold up under real traffic spikes, not just demo-day load.

Coordination across many moving parts, where stale data or a missed event has a real-world, physical cost.

Multi-tenant architecture, usage-based billing, and the operational tooling that lets a product scale without a rewrite.

Content, progress tracking, and access-control systems designed around how learners and institutions actually use them.

This list reflects where we've done the deepest work, not the limits of what we can take on.