Agentic AI company in Chennai
FoundrySoft is an agentic AI company in Chennai that builds production AI agents, not demos. We design multi-agent systems, MCP tool layers, and human-in-the-loop workflows for enterprises in Chennai and around the world, and you own every line of it.
No sales script. You talk to the engineers who'd build it.
Our team works a shifted day so you get real-time standups and same-day turnarounds in your time zone, not next-morning replies.
Every line of code, model weight, and prompt is yours from day one. NDAs and clean IP assignment are standard, not an upsell.
You work directly with the engineers building your system. No account managers sitting between you and the people writing code.
We move from scoping to a working system in production in weeks. Most engagements ship something usable inside the first month.
What we build
Concrete systems we ship, tuned to your data and your stack.
Production AI agents
Agents that run real workloads with evals, tracing, cost controls, and a human approval path on anything irreversible.
Multi-agent orchestration
Supervisor and subagent architectures for work that spans several systems, built only where the task actually needs it.
MCP tool layers
We expose your ERP, CRM, and internal APIs once as MCP servers, so every agent after the first costs a fraction of it.
Agent governance & security
Per-agent identity, scoped short-lived credentials, blast radius review, and per-step audit trails your security team will sign off on.
How we work
Scope & evals
We pin down what success means and build the evaluation set before writing the feature, so quality is measured, not guessed.
Build in the open
Weekly demos against real data. You see progress every week and can change direction before it gets expensive.
Ship & instrument
We deploy with logging, cost tracking, and guardrails in place, then tune against production traffic.
Hand off or stay
Take the keys with full docs, or keep us on for iteration. Either way you're never locked in.
Questions, answered
What makes an agentic AI company different from an AI development agency?
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Agents decide what to do next at runtime, which means the hard parts are evaluation, permissions, failure handling, and cost per completed task, not prompt writing. We build for those first, which is why our agents are still running a year later.
Do you work with companies outside Chennai?
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Most of our work is for teams in the US, UK, and Europe, delivered from Chennai on a shifted day for real time zone overlap. We also work with Chennai and Tamil Nadu enterprises directly, which usually means faster on-site sessions during discovery.
How long does an AI agent project take?
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Ten to fourteen weeks from scoping to real production volume for a single-process agent, including four weeks of shadow mode where the agent runs alongside your team without acting. Anyone promising three weeks is describing a demo.
Do we own the code, prompts, and evaluation sets?
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All of it, from day one, with clean IP assignment and NDAs as standard. That includes your tool definitions and traces, which are the assets that actually lock companies in elsewhere.
Can you work inside our cloud and security constraints?
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Yes. We build in your cloud account, your GitHub org, and behind your VPC where that is the requirement, including fully self-hosted open weight models when data cannot leave your infrastructure.
Let's scope your build.
Tell us what you're trying to ship. We'll tell you honestly whether AI is the right tool and what it would take.