Intelligence • Structure • Scale
Stability beneath intelligence.
An independent AI product studio in India, run by one builder. The model handles language. Everything a user has to trust (pricing, limits, permissions, safety) is deterministic code underneath it.
Language on the surface. The model does the part that genuinely needs judgement about words, and nothing beyond it.
Rules you can read, test, and audit. If a behaviour matters, it is specified in code, not coaxed out of a prompt and hoped for.
Built to hold. Multi-tenant, observable, and predictable about how it degrades when a model or a dependency fails.
In build. It applies the studio's split, language on the surface and deterministic rules underneath, to a domain where being confidently wrong is expensive. It gets a name, a subdomain, and a page here when there is something real to use.
Say exactly what a system does and what it refuses to do. A product that cannot tell you which half of itself is allowed to be wrong has not been designed, only assembled.
AI drafts; a person approves. Approval gates, consent, and revocation are first-class in the schema, not bolted on after a demo. Every product is a system before it is a screen.
Durability over novelty. Products go in front of real users early, with clear success and kill criteria, and the market sets the next move, not my own optimism.
Intelligence has to earn its place. If a deterministic rule does the job, it gets the job; the model is for the part that genuinely needs language, not for the parts that are merely easier to prompt than to specify.
AI Systems Architect · Founder of Ballast
AI Lead by day, architecting production AI systems for enterprise teams: multi-tenant agentic platforms, permission-aware retrieval, natural-language analytics over enterprise data, and the observability and guardrail infrastructure that keeps them safe to operate at scale.
Ballast is where that work becomes whole products rather than one layer of someone else's platform, under a single point of view: the AI should be delightful to talk to and boring to depend on.