Agents forged to fit your business, not templates
AI Pattarai builds AI agents shaped around how your business actually runs: your workflows, your data, your industry. Every agent is hand-fitted, not pulled off a shelf.
Pattarai means workshop
In Tamil, a pattarai is where raw material gets shaped by hand into something useful: a blacksmith's forge, a mechanic's shed, a craftsman's bench. That's the model we build to.
Most AI tools today are built once and sold to everyone. We think agents work better when they're built the other way round: starting from your process, your edge cases and your systems, then shaped until they fit.
An agent that's easy to sell to everyone rarely fits anyone well. We'd rather build one that fits you.
That's the difference between buying a tool and having one made.
How an agent gets built
Four stages, each one done with your team, not handed back as a black box.
Diagnose
We study how the work gets done today: where the friction is, what a good outcome looks like, and what's actually worth automating.
Design
We define the agent's role: what it decides on its own, what it hands off, and where a person needs to stay in the loop.
Build
We build the agent and connect it to the tools and data you already use, instead of asking you to change systems.
Temper
We test it against real cases, tune it and harden it against edge cases before it touches live work.
Agents for how your industry actually runs
We build for the details of a specific business, not a generic use case. A few of the industries we work with:
Retail & logistics
Agents that track orders, manage exceptions and coordinate between suppliers and warehouses.
Finance & accounting
Agents that reconcile records, chase approvals and flag anomalies before they become problems.
Healthcare
Agents that manage scheduling, intake and documentation without adding to clinical workload.
Manufacturing
Agents that monitor operations, triage maintenance requests and keep production data current.
HR & payroll
Agents that handle employee queries, payroll exceptions and compliance checks end to end.
Your industry
If it involves a repeatable process and real data, there's likely an agent worth building for it.
Tell us what you're trying to fix
Share what the work looks like today. We'll tell you honestly whether an agent is the right fit.
Write to us with what the process looks like today. We'll tell you honestly whether an agent is the right fit.
Email us