We design and build RAG systems, agentic AI, chatbots, and custom AI tools for businesses. Everything runs on your own server — no external API costs, full data control.
What we build
We don't build AI for the sake of it. Every tool we build solves a real, recurring problem in a specific industry.
Connect your documents, manuals, and policies to an AI. Staff ask questions in plain English and get answers with source citations. Our advanced RAG also reads hard PDFs: tables, charts and two-column pages.
Custom chatbots trained on your products, policies, and FAQs. Embed on your website or use inside your team's tools. Built to answer your customers' actual questions.
Industry-specific AI applications built around your workflow. Quality management, food safety, property management, trade compliance — we build tools that fit your process.
A team of AI agents, each with one job, works through a task step by step. They use tools to look things up, check each other's work, and ask a person before anything risky. Our invoice demo checks every supplier bill this way.
Our process
We don't build what sounds impressive. We research real problems, validate them, then build tools that actually fix them.
We find real, recurring problems in specific industries — not hypothetical ones. Evidence from multiple sources before we write a single line of code.
We define the exact problem, the AI approach, the features (MVP only), and what success looks like. Nothing gets built without a clear plan.
We build the tool using Laravel, Livewire, and local AI models (Ollama). Everything runs in Docker. Cold start to working demo in under 10 minutes.
We deploy on your server with subdomains per tool. You get the code, the Docker setup, and a working demo — ready to show clients or use immediately.
Live demos
Six AI tools across different industries. Each one solves a real, validated problem. Most run on local AI — no API fees.
Ask questions about your own documents. Get cited answers in seconds.
Log non-conformance reports fast. Find similar past failures instantly.
Upload a lease PDF. Ask any clause question. Get a cited answer.
Digital checklists, supplier cert tracking, and inspection readiness — all in one place.
Know exactly which documents you need for any cross-border shipment.
AI agents check every supplier bill. You only review the problems.
Ask questions about complex PDFs. Columns, tables and charts are read properly.
Why Nirmantra
Every tool we build runs on your own server using open-source AI models. No subscription fees, no data leaving your infrastructure.
Models run locally using Ollama. You pay once for the server, not per query, per month, or per token.
Documents, conversations, and records never leave your server. No third-party AI provider sees your data.
One command starts the whole stack: app, database, AI model. Runs the same way on your laptop or a production server.
Built with
Tell us your problem. We'll research whether AI can solve it, build a demo, and deploy it on your server.