We engineer productsthat ship and last.

Our own product portfolio was built inside this engineering practice. The same bench can build yours. From prototype to production to monitored, hardened operations.

15+
Products we shipped & run
3
Engagement modes
2-4 wk
Prototype phase typical
Product engineering highway from prototype to production: Station 01 Prototype (validate the idea), Station 02 Build (backend, frontend, AI, pipelines), Station 03 Launch (ship to production)

Product capability bench

End-to-end. Six capability areas.

Product Design

Discovery to design system.
  • User research · job-to-be-done framing
  • Information architecture · interaction design
  • Design system + component library
  • Figma + design ops · handoff to engineering

Frontend Engineering

Modern web, production-grade.
  • React · Next.js · Astro · TypeScript
  • Design-system implementation
  • Accessibility · performance · SEO/AEO

Backend Engineering

APIs, services, data systems.
  • Node · Python · Go services
  • Microservices + API gateways
  • Data layer engineering · multi-tenancy
  • Real-time + batch backend patterns

AI & ML Engineering

Notebook to API.
  • RAG + agentic systems · LangGraph · CrewAI
  • Feature stores · model serving
  • Fine-tuning · evaluation harnesses
  • Production AI patterns

Data Engineering

Pipelines, lakehouses, governance.
  • Lakehouse foundations (Iceberg, Delta)
  • Streaming + batch · Spark · Flink · Kafka
  • Active metadata · governance
  • Engineering at enterprise-grade scale

DevOps & SRE

Ship it. Run it. Monitor it.
  • Kubernetes · Terraform · IaC
  • CI/CD pipelines · automated testing
  • Observability · alerting · on-call
  • Multi-region, multi-tenant ops

Three engagement modes

Pick the depth. Pick the upside.

From co-build pods alongside your engineering team, to end-to-end ownership of a product/workstream, to co-invested partnerships where we trade fees for upside on select high-conviction opportunities.

MODE 02

End-to-end

We own a workstream

You hand us a specific feature, product, or workstream. We define scope, design, build, ship, document, hand it back. Fixed-bid or T&M with a not-to-exceed ceiling.

Best for: A specific build the team lacks the in-house skills for, or wants to ship faster. 3-6 months per workstream.

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MODE 03 · SELECTIVE

Co-invested

Fees + equity. Long-term partner.

We trade a portion of fees for equity. We invest engineering capacity at below-market rates in exchange for upside. Selective: high-conviction partners only. 12-24 month typical commitments.

Best for: High-conviction, capital-constrained teams willing to trade equity for a long-term engineering partner.

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Let's talk.

Twenty-five minutes. Straight to the point.

Tell us what's in your data and AI stack, what's stalled, and what would change if it worked. We'll share what we've shipped against similar patterns in production, and what makes sense as a first step.

Our Hyperscaler & Strategic Partners