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Pvt. Ltd.

AI and data

AI agents and workflow automation

Software that reads, decides, and acts across your systems, with a person in charge.

Overview

An AI agent can do more than answer questions. It can read an order from an email, check stock, create the sales order, and ask a person to approve it. We build agents for well-defined, repetitive work, with clear limits on what they may do alone.

What you get

  • Agents that work inside your ERP, CRM, and inbox
  • Approval steps for anything that matters
  • Full logs of every action taken
  • Automation with n8n and custom code

What we offer

AI agents and workflow automation, in detail

Pick the parts you need. We scope them together, quote a fixed price, and build in two-week steps.

Order and email agents

Orders and enquiries read from email or WhatsApp, matched to customers and items, and entered for approval.

Back-office automation

Follow-ups, reminders, data entry, and reconciliation handled automatically, with exceptions passed to a person.

Tool use across systems

Agents that call your own APIs, the ERP, Tally, and the CRM, using only the permissions they are given.

Human in the loop

Approval steps for payments, orders, and customer messages, with the agent's reasoning shown alongside.

Audit trail

Every step the agent takes is logged, so you can see what it did, why, and undo it if needed.

Workflow platforms

n8n, Make, or Power Automate for simple flows, and custom code where reliability and scale matter.

Where it fits

Typical projects

  • Turning purchase orders in email into sales orders in the ERP
  • Chasing overdue payments with personalised reminders
  • Triaging support tickets and drafting first replies
  • Matching supplier invoices to purchase orders and goods receipts

Technology

What we use

Well-supported tools with a long runway, chosen for the project rather than for novelty.

  • Claude
  • OpenAI
  • LangGraph
  • Model Context Protocol
  • n8n
  • Python
  • Node.js
Our full technology stack

How it works

From first call to production

Every engagement follows the same shape, so you always know what happens next and what you will see.

  1. 01 · Week 1

    Scope

    We sit with the people who will use the thing. You get a written scope, a fixed estimate, and an honest note about what we would cut first.

  2. 02 · Weeks 2 to 10

    Build

    Two-week iterations against a shared board. You see working software every fortnight, not a status deck.

  3. 03 · Launch week

    Launch

    Staged rollout, real monitoring, and a rehearsed way back. We stay on the call until the graphs go flat.

  4. 04 · Ongoing

    Run

    Patching, alerts, and a monthly review of cost and reliability. Leave with your code and your documentation whenever you want.

Questions

Frequently asked questions

Can an agent make mistakes?

Yes, which is why we limit what it can do alone. Low-risk steps run automatically. Anything involving money, customers, or stock waits for approval until the agent has a proven record.

What work suits an agent?

Repetitive work with clear rules and a lot of reading: orders, invoices, tickets, and follow-ups. Work that needs judgement on every case is better kept with people.

How do we know it is working?

You get a dashboard of tasks handled, time saved, approvals, and errors, reviewed with you every month.

Have a project like this in mind?

Send a paragraph about what you need. An engineer replies within one working day, and you get a written scope with a fixed price within a week.