Agentic Intelligence. Engineered Outcomes.
Solving with engineering, heuristics, and AI
Why us
We build intelligent systems that work — not just demos that impress. Our solutions prioritize engineering discipline, heuristic design, and selective use of AI, in that order.
We’re trusted by industry-leading enterprises and global-scale platforms for their AI transformation — from deploying bespoke LLM agents to architecting semantic search infrastructure that delivers at scale.
We build intelligent systems that work — not just demos that impress. Our solutions prioritize engineering discipline, heuristic design, and selective use of AI, in that order.
We’re trusted by industry-leading enterprises and global-scale platforms for their AI transformation — from deploying bespoke LLM agents to architecting semantic search infrastructure that delivers at scale.
About us
About us
We’re an Engineering-first AI startup having fun solving tricky problems and productionizing them without burning pockets—trusted by a media giant that the TimesNow (and many others) trust.
Our mission
Our mission
We’re on a mission to make agentic AI practical, powerful, and affordable — by putting engineering and heuristics first, and AI exactly where it counts.
Our vision
Our vision
To lead AI transformation by delivering engineered agents and intelligent systems — built on a foundation of engineering, heuristics, and selective AI — all at an accessible and cost- effective scale.
our Philosophy
AI Is the Last Resort
We’re an AI company that believes in minimizing blind reliance on AI.
Our approach is grounded in the principle:
Engineering > Heuristics > AI
We prioritize deterministic systems and structured reasoning first — using
AI only where it truly adds value.
Figuring things out one experiment at a time. Learning, building, and breaking stuff (mostly on purpose).
Visanth
Associate Machine Learning Engineer
Engineering
AI Outcomes
Our Works
From transforming enterprise systems to building our own AI assistant, we put innovation into action.
Semantic Search
01
Brought an enterprise search from Level 4 to Level 2 within a couple of months.
AI transformation
02
Brought AI transformation to our client by researching replacing some of the SaaS AI services that they use at 1/40th of the cost.
Building Donna
03
This is our in-house AI assistant, “Donna”, who assists with our non-tech jobs like letter prep, reminders, etc.
We keep Good Company
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Team
Meet the craftsmen who experiment
Meet the craftsmen who experiment
and see it through production
