Use a product
Invoicing and GST, CRM, social scheduling and WhatsApp automation, set up with a guided demo.
Our own business software, AI systems built for clients, and the hardware they run on, tested in our lab first.
Software we design, host and support ourselves. Each one is shown in a demo before you buy.
Invoicing, expenses, banking and GST for Indian businesses, where AI drafts records and a person confirms them.
LiveCRM and project management in one login for small and mid-size teams that sell, then deliver.
BetaA social media scheduler: one post, sent to every connected LinkedIn, Facebook, Instagram and YouTube account.
Product and serviceWhatsApp CRM for sales teams: each enquiry becomes a lead, assigned to a rep and followed up.
One engineering team runs all three, so what the lab measures goes straight into the products and client builds.
Invoicing and GST, CRM, social scheduling and WhatsApp automation, set up with a guided demo.
AI agents, document AI, automation and private LLMs, built to your process and handed over.
Six lab tracks, each with a written question, test rig and scoring method.
Open-weight models on your servers, wired to your documents and tools.

Llama, Qwen or Mistral on your own servers. Prompts, files and answers stay inside your network.
We install open-weight language models such as Llama, Qwen and Mistral on hardware you control, connect them to your documents and tools, and hand over a system your IT team can run. Prompts, files and answers stay inside your network, which matters for data covered by the DPDP Act 2023 or UK GDPR.
GPU memory follows model size, quantization and context length. See the VRAM calculator.
Licence first, then language and task fit, scored on your own material.
Hardened on your servers, piloted with one team, documented.
Open research tracks, each with a written question, a fixed test rig and a scoring method set before any result is published.

Clients who have agreed to be named.
Quoted word for word from our Google Business Profile.
We recently worked with the Cyberfreeze team to create an AI chatbot for Smart Tech Insurance Brokers. Right from the beginning, the team was very supportive and professional, and they delivered the project within the promised timeline.
Sai Dharshan and his team did a fantastic job creating our Lets Smile Dental Clinic website. The design is clean, user-friendly, and perfectly represents our clinic. Highly professional, responsive, and reliable. I’m very happy with the results and highly recommend them!
The sectors we build for, the rules each one works under, and what we would automate first.