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About Zstate

Where domain expertise meets
production AI

We work on the layer between models and operations: training infrastructure, evaluations, RL environments, and AI-native systems built for work where judgment matters.

Better models, built with the experts who do the work

Models get better when the experts who actually do the work shape the data, the rewards, and the evaluation. We build the domain intelligence and agentic systems that make that real in production.

  1. Ground models in real operational context

    We prioritize signals that come from live workflows, domain constraints, and real decision paths. Abstract benchmarks alone are rarely enough.

  2. Build systems that exercise judgment

    Valuable systems help teams make better calls under ambiguity, especially where quality, trust, and edge cases matter.

  3. Treat evaluation as core infrastructure

    Reliable AI needs tight feedback loops, robust measurement, and environments that reflect the work the system is expected to handle.

  4. Design for lasting production use

    We build systems that carry context end to end, integrate with teams, and keep delivering value as the work evolves.

Leadership

Zstate brings together experience in building AI models, agentic systems, deep-tech companies, and commercial teams across India and global markets.

Vijay Saini

Founder, Zstate AI

Vijay focuses on applied AI systems, agents, and the infrastructure that supports them, shaped by experience leading engineering at scale.

Vidit Verma

Co-founder, Zstate AI

Vidit brings 12+ years of experience across consulting strategy, data operations, and enterprise execution in complex organisations.

Himanshu Aggarwal

Co-founder, Zstate AI

Himanshu brings founder and operator experience from 15+ years building and scaling deep-tech companies in India and globally, with a strong focus on rigor, technical depth, and practical outcomes.

Manuj Sethi

GTM & Partnerships

Manuj brings 15+ years in GTM and commercial leadership, with experience building and scaling companies in India and globally, and a track record of evangelizing and selling AI-native products in competitive markets.

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