AI systems
From a model that demos well to a system you can run in production.
Serving infrastructure, retrieval, evaluation, guardrails and the security around them. We are equally willing to tell you when a simpler system would do the job.
Security, AI, open source and education engineering from Bengaluru. We take on the part of the system where the assumptions break, and we stay until it holds.
Each one closes a specific gap between how a system is designed and how it behaves under real load.
From a model that demos well to a system you can run in production.
Serving infrastructure, retrieval, evaluation, guardrails and the security around them. We are equally willing to tell you when a simpler system would do the job.
From policy on paper to policy actually enforced.
Zero-trust, secure cloud infrastructure and service mesh hardening, with the threat model written before the architecture is agreed.
From a promising project to something you can depend on.
We choose, integrate, extend and operate open source so you get the economics without the maintenance burden, and we contribute back upstream.
From knowing a topic to being able to apply it.
Courses, curriculum architecture and technical content for platforms and training teams, designed backwards from what a learner should be able to do at the end.
The same commitments whether we advise for two weeks or run a platform for two years.
Security assumptions written down before the architecture is agreed, not discovered during an incident.
Every change reviewed by a second engineer, covered by tests that run before it merges.
If we cannot measure it in production, we do not call it finished.
You own the result. Decisions and runbooks come with it so your team can take over.
We favour open standards, and say so when a smaller solution would serve you better.
Architecture reviews, threat modelling and strategy for decisions that are expensive to get wrong.
We design and deliver with your team, in short cycles you can inspect and redirect.
Managed platforms, upgrades and maintenance, so systems keep performing after launch.
Join as a design partner and shape what we build next.
We take a small number of design partners each year: teams with a hard, real problem in security, AI, open source or learning. You get senior engineers on the problem and a say in what we build.
Send us a short note about the problem, the timeline and who is involved. An engineer will reply.
Bengaluru, India