Capabilities
Every engagement combines multiple capabilities. Explore what we offer, then tell us what you are solving.
What we deliver
Explore each capability and what you get when we embed with your team.
Build, Operate, Transfer.
End-to-end product engineering with a structured handover model. We build your product from scratch, operate it in production under real conditions, then transfer complete ownership—code, infrastructure, knowledge—to your team with zero dependency on us.
LLMs, agents, RAG — in production.
LLMs, agents, RAG, and evaluation in production. We build AI features that handle real users, real data, clear safety constraints, and sustainable unit economics.
Pipelines that don't break at 3am.
Pipelines that do not break at 3am. We design and build batch, streaming, and CDC systems with explicit freshness, reliability, and operability targets.
Your data, unified and queryable.
Your data, unified and queryable. We architect governed platforms that serve analytics, ML, and product teams from a trusted, shared source of truth.
Faster systems. Lower bills.
Faster systems, lower bills, and fewer incidents. We profile, tune, and rearchitect production infrastructure with measurable reliability, performance, and cost outcomes.
Know what users actually do.
Know what users actually do and why. We instrument products, build trustworthy analytics foundations, and enable experimentation programs that support confident decisions.
APIs your developers will love.
APIs developers trust in production. We design, build, and maintain SDKs across languages and platforms so integrators go live quickly and upgrade safely.
Inference where your users are.
Inference where your users are. We deploy compute, ML, and storage to the edge when latency, privacy, and resilience goals justify the added architecture tier.
Tell us about your project and we will recommend which capabilities apply first.
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