Answers you can trust, built into the model.
Most AI guesses, then sounds sure of itself. Vexoo reasons over your own documents and shows its sources — so every answer is grounded in fact, not invented.
From your documents to a trusted answer.
It organises your documents, fetches the right ones, reasons over them, and gives you an answer you can check.
Your documents
Policies, circulars, contracts — whatever you already have.
Organised
We structure them into a knowledge base that keeps every source.
Reasoned
The model thinks step by step over the right sources.
Cited answer
You get a clear answer with the exact source attached.
What makes it accurate.
Four parts work together so being right is built in, not bolted on.
SRA · MARLIN
Thinks before it answers
Reasoning is built into the model itself, so it works through a question instead of guessing at it.
Knowledge Pyramid
Remembers your sources
Turns your documents into a structured memory where every fact can be traced back to where it came from.
Quantix
Reads your data too
Answers plain-English questions about your databases and tables, not just your text documents.
Apex 3B
Small, fast and private
A compact model that runs on your own hardware, even offline. No data ever leaves your network.
A small model with top-tier accuracy.
Apex 3B holds its own against models many times its size.
GPQA Diamond
Hard scientific reasoning
77.3
GSM8K
Multi-step math problems
72.3%
MMLU
Broad general knowledge
59.8%
Figures are from Vexoo’s internal evaluation of the Apex 3B MARLIN model and are shared with full methodology on request.
What this means for you.
You can trust every answer
Each answer is backed by a real source you can open and check.
Your data stays yours
Everything runs inside your perimeter. Nothing is sent to an outside service.
Lower cost to run
A small model does the work of a much larger one, on far less hardware.
It admits what it doesn’t know
If your documents can’t support an answer, it says so instead of making one up.
Runs entirely on your infrastructure.
On your servers, in your private cloud, or fully offline. Your data never leaves your perimeter.
- On-premise, in your VPC, or fully air-gapped.
- Zero external API calls — nothing phones home.
- Runs on a single GPU, and even on CPU at the edge.
- Aligned to the RBI FREE-AI framework and the DPDP Act.
Validated on Dell infrastructure for private, on-site AI.See it work on your own documents.
We’ll walk your team through how it works, the benchmarks, and how it deploys — under NDA if you prefer.