Service · ZeroOne

Private on-premise AI, on a machine in your office.

ZeroOne DOTS AI sets up private on-premise AI: an open-weight LLM on a machine in your office that answers from your documents and works without internet. For firms across India whose data must stay in-house; we work from Surat, Gujarat. From ₹50,000 one-time plus hardware you own. A 27B Qwen model passed 22 of 24 of our business tool-calling tests, running offline on one Mac.

We install the model on a Mac Studio-class machine or your own server, connect it to your documents and the tools your team already uses, and hand it over. In private mode nothing is sent to an outside AI service, and there are no per-use AI fees on what we build. You keep the model, the data and the machine.

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20+ client companies · 75+ live portals we host · 12 case studies

Updated · Reviewed by Meet Deshani, founder

Trusted AI implementation partner to

  • NeoNir Engineering
  • Dorf-Ketal Chemicals
  • Aditya Electric
  • Tulsi Powertech Infra
  • Techsol Automation
  • BHB Incorporate
  • FeedAqua
  • Kavita Minechem
  • Sustro Oils
  • Walk to Work
  • Bhagirathi Gangajal
  • Om Enterprises
  • Water Whizz
  • Micro Chem
  • Bellway Consulting
  • Goa Trading & Technical Services
  • S P Chemicals
  • Active Co
  • Pioneer Engineering
  • Parishram Architecture

20 companies run day to day on software we built and host. Read the case studies →

Key facts
Model in our testA 27B Qwen open-weight model, 8-bit
Offline test result22 of 24 (91.7%) of our real business tool-calling tests, offline on one Apple M5 Max Mac with 128 GB memory
Runs onA Mac Studio-class machine or your own server
Sent to outside AI services0 bytes in private mode
PriceFrom ₹50,000 one-time; hardware extra, and you own it; no per-use AI fees
Optional supportFrom about ₹5,000 a month
Private modeOn a machine in your office; works without internet; nothing sent to outside AI services
Hosted in IndiaOn servers in India under your own web address; needs internet; your data exportable any time
Cloud AI toolsOn the provider's servers; needs internet; monthly fees that rise with usage
Based inUdhna, Surat, Gujarat; clients across India
Who this is for
  • Chemical, pharma and engineering firms whose formulas, drawings and price lists must stay inside the company
  • CA firms, wealth advisors and lenders handling client financial data
  • Owners and IT heads asked to bring in AI without sending company data to the cloud
  • Offices that need AI to keep working when the internet is down
What changes
Today

Staff paste price lists, drawings and client files into free AI chatbots

With Private on-premise AI

A private assistant on a machine in your office; in private mode 0 bytes go to outside AI services

Today

AI fees rise with every user and every query

With Private on-premise AI

A one-time build from ₹50,000 that you own, with no per-use AI fees on what we build

Today

Generic AI does not know your products, customers or formats

With Private on-premise AI

Answers come from your own documents, with the source shown

{ What you get }Service · ZeroOne

What you get

  • 01A week-one map of the task, the documents and the machine, with a straight answer on whether what you have is enough
  • 02An open-weight model, such as the 27B Qwen model in our tests, installed on a Mac Studio-class machine or your own server
  • 03Search and answers across your documents, email and WhatsApp, each answer with its source (Company Brain)
  • 04Per-person access: each person and each AI agent sees only its slice, and changes apply within 60 seconds
  • 05Claude or ChatGPT for non-confidential work if you want them, under the same permissions
  • 06Hand-over of the model, the data and every account; your data never trains tools for other companies
How it works
Week 1

We map one task and the documents behind it, and tell you whether a machine you already have is enough before you buy anything.

Next

The model goes onto your machine, connected to those documents. Your team asks real questions; answers are checked and corrected.

Then

It goes live inside the tools your team already uses. You own the model, the data and the machine; support is optional, from about ₹5,000 a month.

Proof, not promises
22 of 24
of our real business tool-calling tests passed by a 27B Qwen model running fully offline on one Mac
0
bytes sent to outside AI services in private mode
60 s
for a permission change to reach every person and agent
  • Company Brain can answer from a private model on a machine in your office, with search across documents, email and WhatsApp; the 91.7% offline result is published there. Read →
  • Our own company runs on an AI operating system: customers, projects, tasks, payments and WhatsApp conversations, operated by AI agents through a controlled interface. Read →
  • Aaamdhanee, a gig-worker lender: bank-statement analysis and credit scoring run inside the lender's own private cloud, with no customer data sent to an outside AI API. Read →
  • WORO Media: private models, document-aware retrieval and an agent mesh on infrastructure WORO owns, running six brands. Read →
  • Meet Deshani, who leads every build, won a government grant for on-device AI hardware. Read →
“The major blocker we had was how to integrate AI-driven bank statement verification and scoring without data leaving our infrastructure and passing all the banking audits. I can't believe Meet executed the whole flow in a single iteration.”
Ankur Thakur, CEO, Aaamdhanee · Read the case study →
Pricing

Custom build you own

From ₹50,000 one-time, up to ₹5 lakh and beyond for larger systems. Hardware is extra and you own it; in week one we tell you whether a machine you already have is enough. No per-use AI fees on what we build; optional support from about ₹5,000 a month.

Every ZeroOne price on one page →

Leave your number

Tell us what you run. We call back within one working day.

Four fields, no account, no newsletter. A person from the team reads it and replies on WhatsApp with a straight answer: what we would do first, roughly what it costs, or “not yet”.

  • A reply within one working day, on WhatsApp or a call
  • Your details go into our own CRM and to the team's phone, nowhere else
  • No drip emails, no follow-up bots

Goes straight to our CRM and the team's phone. Nothing is shared or sold.

Questions owners ask
Do we need to buy a GPU server?

Not always. The 27B model in our tests ran offline on one Mac; for your office we size either a Mac Studio-class machine or your own server. In week one we tell you whether a machine you already have is enough, before you buy anything. Hardware is extra, and you own it.

Does any of our data go to OpenAI, Google or another AI company?

Not in private mode: the model runs on your machine and 0 bytes go to outside AI services. Only if you choose Claude or ChatGPT for non-confidential work does anything go out, and then under the same per-person permissions. We never use your data to train tools for other companies.

How good is an offline model at real business work?

A 27B Qwen open-weight model at 8-bit, running offline on one Mac, passed 22 of our 24 business tool-calling tests. They check the calls an assistant makes to read and update records in our own business system, graded on its real schemas without touching live data: inspect before writing, look up IDs instead of inventing them, ask when a request is unclear. Before go-live it is checked on your own tasks and corrected where it misses.

What does private on-premise AI cost?

From ₹50,000 one-time, up to ₹5 lakh and beyond for larger systems, plus hardware you own. Rented AI tools charge monthly fees that rise with users and usage; what we build carries no per-use AI fees. Support is optional, from about ₹5,000 a month.

Will it keep working without internet?

Yes, in private mode, because the model and your documents sit on a machine in your office. A portal we host for you on servers in India, under your own web address, does need the internet.

How does private AI help with India's DPDP Act?

In private mode customer data stays on your machine, nothing is sent to an outside AI service, and each person sees only what they are allowed to. We build with the Digital Personal Data Protection (DPDP) Act in mind, and will sign an NDA before you share sensitive details.

Can the private model work in Gujarati?

Not proven yet. Our published 22-of-24 result was measured on English test prompts, and we have no Gujarati score to quote. In the 30-minute demo we run the model on a sample of your own documents, so you see how it handles Gujarati before you buy anything.

Can we still use ChatGPT or Claude for some work?

Yes. Confidential work goes to the private model on your machine; everything else can go to Claude or ChatGPT through the same permissions, so each person still sees only their slice.

Also see

Every service on one page: Services →

See a private model work with the internet off

A 30-minute demo on a sample of your own documents. We sign an NDA first if you want one.