Custom AI Chatbots & RAG
01Assistants grounded in your own manuals, policies, and product data using retrieval-augmented generation — so answers cite your documents instead of inventing them.
Flint De Orient is an AI development company in Kolkata. We build production AI — retrieval-augmented chatbots that answer from your own documents, agents that complete multi-step work, computer vision that reads what a camera sees, and forecasting models trained on your actual history. Not demos. Systems that sit inside your business and are measured on what they save you.
Assistants grounded in your own manuals, policies, and product data using retrieval-augmented generation — so answers cite your documents instead of inventing them.
Agents that carry out real sequences of work: read the email, extract the order, check stock, raise the invoice, update the CRM, escalate the exception to a human.
Demand forecasting, churn and credit scoring, recommendation engines, and anomaly detection — trained on your data, validated against your historical outcomes.
Quality inspection on a production line, OCR for invoices and KYC documents, attendance from CCTV, and damage assessment from photographs.
GPT, Claude, Gemini, and open-weight models like Llama and Mistral wired into your existing product, with prompt versioning, evaluation suites, and cost controls.
Deployment pipelines, drift monitoring, evaluation harnesses, and retraining schedules — the part that decides whether a model still works in month nine.
A prototype that impresses in a meeting and a system that runs unattended for a year are different engineering problems. Most AI projects die in the gap between them. We build for the second from the start: evaluation before deployment, guardrails around every model output, a human review path for low-confidence cases, and honest measurement of what the system actually gets right.
We start where the work is repetitive, high-volume, and text- or image-shaped, because that is where AI pays back inside a quarter rather than a year. These are the projects we see return the fastest.
Which model you run is a business decision, not just a technical one. Where confidentiality or DPDP compliance matters we deploy open-weight models inside your own cloud account or on-premise hardware, so no customer data leaves your boundary. Where quality matters more than isolation we use frontier APIs with zero-retention agreements. We will tell you plainly which trade-off your use case warrants.
Technology
Sectors
We are not a reseller or a remote outfit with a rented address. Our engineering team sits in New Town, Kolkata, and you are welcome to come in, meet the people who would build your system, and see work we have already delivered before you commit to anything.
FAQ
A grounded chatbot or document-processing workflow typically runs ₹3–8 lakh to build. Custom machine learning models and multi-agent systems run ₹10–30 lakh depending on data readiness. Ongoing inference and hosting is billed at cost. We quote a fixed price against a written scope.
No. We quote from a two-week paid discovery in which we look at samples, judge whether the data supports the outcome you want, and tell you honestly if it does not. That assessment is yours to keep whether or not you continue with us.
Only if you choose that route. We can deploy open-weight models such as Llama or Mistral entirely inside your own AWS, Azure, or on-premise environment so nothing leaves your network. When frontier APIs are the better fit we use enterprise endpoints with zero data retention.
Retrieval-augmented generation grounds every answer in your own documents and returns the source, structured output schemas constrain what the model can return, and confidence thresholds route uncertain cases to a human. We also ship an evaluation set so accuracy is measured, not assumed.
That is the normal case. We integrate with your ERP, CRM, Tally, email, WhatsApp Business, and databases through APIs, so the AI reads and writes where your team already works instead of becoming another tool nobody opens.
A grounded chatbot or document pipeline is usually in production in 6 to 10 weeks. Custom-trained models take 3 to 5 months, most of which is data preparation and validation rather than modelling.
AI automation company in Kolkata that removes manual work with AI agents, workflow automation and document processing wired into your existing systems.
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