AI, model training and automation for businesses
Model training, small language models, AI assistants and WhatsApp automation — applied to work you already do every day.
The handloom was the first machine to run on instructions. Automation is the same idea applied to your day: find the repeated steps, then let software run them. It is an application of engineering depth — the same team that builds your software builds the automation.
- Since
- 2012
- Based in
- Madurai
- Built with
- Python · PyTorch · Hugging Face · OpenAI, Gemini & Claude APIs · WhatsApp · PHP · Flutter
The repetitive work is still manual
Replying to the same WhatsApp questions, re-typing the same data between tools, chasing the same follow-ups — this is the work that AI and automation should be doing, not a person.
Every build starts with a conversation about what should happen automatically and what should still need a person. There is no fixed package: tell us what you want to automate on a free scoping call, and we come back with a quote.
What we build
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01
Model training & fine-tuning
Train or fine-tune a model on your own data — documents, product catalogues, support conversations — so its answers use your facts and sound like your business.
-
02
Small language models (SLMs)
Compact models that run on your own server or on the phone, so private data stays in-house and running costs stay low. Our lab is building a Tamil AI assistant that runs on the device.
-
03
Chat over your documents
Assistants that answer from your own files and records (retrieval-augmented generation), with the source shown for each answer.
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04
WhatsApp automation
Order updates, appointment reminders, enquiry capture — on the app your customers already use.
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05
AI assistants
Assistants that take repetitive day-to-day work off a team’s plate, like our own product Jaud does for founders.
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06
Workflow automation
Hand-offs between people and systems that happen on their own.
Common questions about ai & automation
Short, direct answers. More on the FAQ page.
Other services Software developmentWeb & mobile app developmentDigital marketing & SEO
What can WhatsApp automation do for a small business?
It sends order and appointment updates, answers common questions and captures enquiries on WhatsApp without someone typing each reply.
What is a small language model (SLM), and when should I use one?
A small language model is a compact AI model that can run on your own server or on a phone instead of a large cloud service. Use one when data must stay private, when you need it to work offline, or when per-request cloud costs would add up.
Can you train an AI model on our own data?
Yes. We fine-tune models on your documents, catalogues or past conversations, or connect an assistant to your data so it answers from your own records.
How is AI and automation work priced?
By custom quote only, after a scoping call, because every workflow is different.
Will you sign an NDA?
Yes. We are happy to sign your NDA before you share project details.
Who owns the source code?
You own the source code once the final payment is made.
Talk to us about ai & automation.
Send a WhatsApp message, call the office or book a call.
Or call the office+91 96293 37189