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Open-weight models served on your cloud account or your own GPUs. Same agent and RAG capabilities, zero prompts or documents sent to a third-party API. For legal, health, finance and anyone whose data can't travel.

Get my agent now What we build ↓
Week 1
Prototype on your data
Day 30
Production pilot
100%
Yours: code & weights
Ch. 01The problem

Regulated data, client confidentiality and contracts often forbid sending documents to external AI providers. Modern open-weight models are good enough for most business tasks, and we make them fast, secure and maintainable on your infrastructure.

Ch. 02What we build

  • 01

    Private assistant

    A ChatGPT-style assistant for your team, running on your servers, with your SSO and audit logs.

  • 02

    Confidential document processing

    Contracts, medical records and financial files processed without leaving your network.

  • 03

    Air-gapped classification

    Small local models that classify and route data fully offline, the way our own prospecting classifier does.

  • 04

    Hybrid routing

    Sensitive requests stay local; non-sensitive ones can use frontier APIs. One policy decides.

Ch. 03What you get

  1. 01Model selection benchmarked on your tasks
  2. 02GPU sizing and serving (vLLM, Ollama, TGI) on cloud or on-prem
  3. 03SSO, audit logs, rate limits and network isolation
  4. 04Quantization and optimization for your hardware budget
  5. 05Update path for new open-weight releases
Stack
  • Llama
  • Qwen
  • Mistral
  • Gemma
  • vLLM
  • Ollama
  • Kubernetes
  • AWS
  • GCP
  • Azure

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Ch. 04FAQ

Are open models good enough?

For most business tasks such as extraction, classification, summarization and RAG, yes, especially after fine-tuning. We benchmark against a frontier model on your tasks so you see the gap before deciding.

What hardware do we need?

It depends on model size and traffic. Many workloads run on a single modern GPU. We size it from your real volume, not a spec sheet.

Is it GDPR / LGPD compliant?

Keeping processing inside your perimeter removes the biggest transfer risk. We document data flows to support your DPO's assessment.

Who maintains it?

Your team, with our runbooks, or us on a monthly plan. No lock-in either way.

Other capabilities
Ch. 05Now

Tell us the pain. We answer in one business day.

  • ✓Reply in 1 business day
  • ✓Fixed price before we start
  • ✓NDA on request