Intelligence, applied to your business
AI that does real work — answering your customers, reading your documents, forecasting your demand — trained on your own data, wired into the tools you already run, and accountable for every answer it gives.
A senior AI engineering team in Bardhaman, West Bengal — building for businesses across Durgapur, Asansol, Kolkata and India, and for startups in the US, UK, Europe, Australia and the Middle East.
- Trained on your data, private to you
- Runs on your cloud or ours
- Human-in-the-loop by design
- Measured against real ROI
Ask it anything your customers ask you
This is an assistant trained on one business's own catalogue, policies and order data — answering the way your best staff member would, day or night, in the language your customer writes in. No call queue, no “we'll get back to you”.
- Grounded in your catalogue, policies & live order data — not the open internet
- Understands and replies in English, Hindi and Bengali
- Hands off to a human the moment it isn't sure
Business Assistant
Online · replies instantly
Hi, do you deliver to Asansol? And what's the return policy if the size doesn't fit?
Yes — we deliver across Asansol, usually in 2–3 days. If the size doesn't fit, you can request a free exchange within 7 days of delivery; I can start that for you right now if you share your order number.
Order #TI-4821. Also can I pay on delivery?
Found order #TI-4821 (2 items, delivered Tue). I've opened an exchange request — you'll get a pickup SMS today. And yes, Cash on Delivery is available for Asansol. Anything else? 🙂
Six ways AI earns its place in your business
Not a science project — practical machine learning aimed at the tasks that eat your team's day: answering customers, reading documents, predicting demand, and seeing what a camera sees.
AI chatbots & WhatsApp assistants
Front-line support that never sleeps
- 01
AI chatbots & WhatsApp assistants
Front-line support that never sleeps
Assistants trained on your catalogue, policies and order history that answer customers on your website and WhatsApp instantly — booking, tracking, FAQs and lead capture — and hand off to your team the moment a human is needed.
- Grounded in your data with retrieval (RAG) — no made-up answers
- WhatsApp, website, Instagram & Messenger from one brain
- Captures leads and books appointments while you sleep
- 02
Document & invoice intelligence
Reading and filing, done in seconds
AI that reads invoices, bills, forms, contracts and KYC documents — pulling out the fields you need, validating them and pushing them straight into your accounting or ERP, so nobody re-keys a document by hand again.
- Extract line items, totals, GSTIN & dates from any layout
- Validate against your records and flag mismatches
- Push clean data into Tally, ERP or a spreadsheet automatically
- 03
Demand forecasting & prediction
See next month before it arrives
Machine-learning models trained on your sales, seasonality and footfall that forecast demand, flag stock-outs before they happen, and predict which customers are about to churn — so you buy, staff and market on evidence, not gut feel.
- Sales & inventory forecasts by product, branch and season
- Churn and repeat-purchase prediction on your customer base
- Delivered as a dashboard your team already understands
- 04
Semantic search & recommendations
Customers find it, and buy more
Search that understands what people mean, not just the words they type, plus “customers also bought” recommendations tuned to your catalogue — the same engine that lifts revenue on the world's biggest stores, sized for yours.
- Natural-language search across products, docs or knowledge
- Personalised recommendations that raise average order value
- Works over your existing catalogue — no re-tagging needed
- 05
Computer vision & quality checks
An extra set of eyes that never blinks
Vision models that read attendance from a face, count and grade items on a line, spot defects in a photo, or read a number plate at the gate — turning a camera you already own into a sensor that logs and alerts automatically.
- Facial attendance, footfall and access from existing cameras
- Defect detection & counting for production and packing
- Runs on-site for privacy, or in the cloud for scale
- 06
Custom models & AI copilots
Your process, taught to a machine
When off-the-shelf AI doesn't fit, we build the model — fine-tuned language models, scoring engines, and internal copilots that draft, summarise and decide inside your own tools, trained on the way your business actually works.
- Fine-tuned LLMs & scoring models on your private data
- Copilots embedded in your CRM, portal or admin panel
- You own the model, the weights and the pipeline
From your data to a model that earns its keep
AI doesn't have to be a research gamble. We run it like an engineering project with a business case at the front — a small, measurable pilot first, then scale only what works.
- 1
Week 1
Assess
A free AI assessment where we find the one or two tasks where AI pays back fastest — then a fixed, itemised quote and a success metric we'll both measure against.
- 2
Weeks 1–2
Prepare
We gather and clean your data — chats, documents, sales history — and set up a private, secure workspace. Nothing trains on the public internet; your data stays yours.
- 3
Weeks 2–4
Build
We select the right approach — a prompted LLM with retrieval, a fine-tune, or a classic ML model — and build the smallest version that hits the metric.
- 4
Weeks 4–5
Evaluate
We test it against real cases with your team in the loop, measure accuracy honestly, and add guardrails so it says “I'm not sure” instead of guessing.
- 5
Weeks 5–6
Deploy
We wire it into WhatsApp, your website, ERP or CRM, ship it behind a safe rollout, and train your staff to work alongside it.
- 6
Ongoing
Improve
Every real interaction is feedback. We monitor quality, retrain on new data and widen scope only where the numbers justify it — so it keeps getting better.
Enterprise-grade AI, without the enterprise leap of faith
The reason most businesses hesitate on AI isn't cost — it's trust. Will it leak our data? Will it make things up? Who's responsible when it's wrong? We engineer the answer to all three into every build.
- Training on the public internet
- ZeroTraining on the public internet
- Answers grounded in your data
- 100%Answers grounded in your data
- In the loop on every decision
- HumanIn the loop on every decision
- Data, model & pipeline ownership
- YoursData, model & pipeline ownership
Your data stays private
Deployed in your own cloud or a private workspace we run for you. Your documents and customer data are never used to train anyone else's model — a written data agreement says so.
Grounded, not guessing
Retrieval-augmented generation ties every answer to your actual documents and records, with sources — so the assistant quotes your policy, it doesn't invent one.
Human-in-the-loop
Confidence thresholds route anything uncertain to a person. AI handles the routine at scale; your team keeps judgement over the exceptions and the edge cases.
Measured, not hyped
Every model ships with an evaluation set and honest accuracy numbers. We agree the success metric before we build, and report against it after — no vanity demos.
Guardrails & safety
Prompt-injection defences, content filters, rate limits and audit logs on every deployment — so the assistant can't be talked into going off-script or leaking data.
Compliant & auditable
Full logs of what was asked, answered and by whom, plus data-retention controls — built to satisfy your customers, your auditors and India's data-protection rules.
AI engineers who start from your P&L, not a research paper
Every solution is designed by the same senior engineers who deploy and run it — no requirements thrown over a wall, no science project billed by the hour. We start from where AI moves a number in your business, then build the smallest thing that moves it.
- We scope to a metric, not a demo
- ROI-firstWe scope to a metric, not a demo
- To a working, measurable pilot
- 2–6 wksTo a working, measurable pilot
- Model & data ownership — yours
- 100%Model & data ownership — yours
- Maximum reply time, every time
- 1 dayMaximum reply time, every time
Business-case first
We find the task where AI pays back fastest — deflected tickets, hours of data entry, a stock-out avoided — and prove it on a small pilot before anyone talks about scale.
Right tool, not hype
Sometimes the answer is a large language model; often it's a boring, reliable classifier or a rules layer. We pick what hits the metric cheapest, not what sounds impressive.
Private by default
Your data trains your model and no one else's, in an isolated workspace, under a written agreement. Privacy isn't an upsell here — it's the architecture.
Accountable answers
Grounded responses with sources, honest accuracy metrics, human handoff and full audit logs — so you can trust the output and prove it to anyone who asks.
Find the one task where AI pays for itself
Tell us how a typical week runs and we'll pinpoint where AI moves a real number — deflected tickets, hours of data entry, a stock-out avoided — then scope a small pilot to prove it. Free assessment, honest scope, fixed itemised quote.
Local roots in West Bengal, AI clients around the world
For businesses in West Bengal & across India
- Based in Bardhaman (Burdwan) — serving Durgapur, Asansol, Kolkata, Siliguri and businesses across West Bengal and India
- Assistants that speak your customers' language — Bengali, Hindi and English
- WhatsApp-first AI, because that's where your customers already are
- UPI, GST, Tally and existing-ERP integrations built in
- On-site data and camera work where privacy or scale demands it
For international clients — US, UK, EU, Australia & beyond
- Remote-first AI delivery refined over years of overseas projects
- Guaranteed working-hours overlap with your timezone
- GDPR-aware data handling, signed NDAs and DPAs
- Full transfer of model weights, code and pipelines to you
- Senior AI engineering at a fraction of Western agency rates
AI & machine learning, answered
The questions businesses ask before committing to AI — answered straight, with no hype and no fine print.
How much does an AI project cost for a small or medium business?
Far less than most people expect, because we start with a small, focused pilot rather than a big platform. After a free AI assessment we give you a fixed, itemised quote for a first solution — usually a chatbot, a document-reading tool or a forecast — scoped so it pays for itself. You only scale once that pilot has proven its return.
Will our data be safe, and could it train someone else's AI?
Your data stays private and is never used to train anyone else's model — we put that in writing in a data agreement. Solutions run in your own cloud or an isolated workspace we manage for you, with access controls and audit logs. For sensitive or on-premise needs, we can run models entirely on your own infrastructure.
How do you stop the AI from making things up (hallucinating)?
We use retrieval-augmented generation (RAG), which ties every answer to your actual documents and records and can cite the source, plus confidence thresholds that route uncertain cases to a human instead of guessing. We also ship an evaluation set and honest accuracy numbers, so you can see exactly how reliable it is before it goes live.
Can the AI answer customers on WhatsApp in Hindi or Bengali?
Yes. WhatsApp is usually the first place we deploy, because that's where Indian customers already are, and modern models handle English, Hindi and Bengali (including mixed “Hinglish”) well. The same assistant can also run on your website, Instagram and Messenger from a single knowledge base.
Do we need a huge amount of data to use machine learning?
Not for most use cases. Chatbots, document reading and semantic search work from your existing content and a handful of examples — no large dataset required. Predictive models (like demand forecasting) benefit from history, but even a year or two of sales data is usually enough to start. We'll tell you honestly in the assessment whether your data is ready.
How is this different from just using ChatGPT?
ChatGPT is a general assistant that knows the public internet but nothing about your business. We build assistants grounded in your own catalogue, policies and data, wired into your WhatsApp, website and systems, with guardrails, human handoff and audit logs — so it acts as your business, safely, instead of a generic chatbot that can wander off-script.
Who owns the AI model and the code you build?
You do — completely. Every project transfers the model, its weights where applicable, the code and the data pipeline to you, with documentation. You're never locked into us: any competent team could take it over, though clients stay because the results and support are good, not because they're trapped.
Do you build AI solutions for international clients?
Yes — a growing share of our AI work is for clients in the US, UK, Europe, Australia and the Middle East. Projects run remote-first with guaranteed timezone overlap, GDPR-aware data handling, signed NDAs and DPAs, weekly demos, and full transfer of models and code on completion.
Services that pair well with AI
Business Process Automation
Stop doing manually what software can do overnight.
Custom Web Application Development
Portals, dashboards & tools built around your workflow.
Cloud Solutions & DevOps
Reliable hosting, painless deployments, zero drama.
Enterprise Web & Software Development
Mission-critical systems for organisations at scale.
Let's put AI to work on something that matters.
Tell us where your team loses the most time and we'll come back with the AI use-case that pays back first, an honest scope, and a fixed itemised quote — for clients in Burdwan, Durgapur, Asansol, Kolkata, across India, and worldwide.