Docugym
Sovereign Document AI
Private document AI that runs inside your environment — as simple as calling an API, yet your documents and the models that read them never leave your walls.
Open-weight models
No data egress
Running in a government deployment
Private by design
It’s not a deployment option or an afterthought — it’s the architecture. Embedding, retrieval, extraction, validation, and your labeled data all run inside your walls.
No document is ever sent to an outside model API
Open models you’re never locked into — swap or upgrade without rebuilding
Delivered turnkey — no models to host, no infrastructure to run
Your Environment
Private · on-prem / VPC
Your documents
paystubs · KYC · contracts
Docugym · open model
classify · extract · validate
Structured data
into your workflow & systems
Nothing leaves. No document is sent to an outside model API.
Why Docugym
Privacy and open models get you in the door. A private tuning loop on your own documents is what makes it yours.
Data never leaves
Every stage runs inside your environment. No document is ever sent to an outside model API.
Never locked in
Not tied to any single model. Move to a newer or better open model without rebuilding — never stranded.
Proven on your documents
A private evaluation loop measures accuracy on your real paperwork — proven, not asserted.
Learns, doesn’t train
Show it a few examples per document type. No training, no dataset, no data-science team.
The complexity and compliance requirements of real document operations — handled.
Private, Not DIY
Docugym is delivered as a turnkey private deployment that runs inside your environment — on-premises or in your private cloud. Your team just calls a simple API: no models to host, no GPUs to manage, no ML infrastructure to run.
Compliance & Governance Ready
Because everything runs inside your environment, Docugym helps you meet region-specific data-privacy rules and your internal governance or regulatory requirements. Your sensitive documents remain under your complete control.
Seamless Integration
Docugym integrates into your architecture through both API and MCP endpoints, enabling agentic and automated document workflows across your systems. Drop it into your existing infrastructure and start extracting value.
Built for Global, Compliance-Sensitive Workflows
From U.S. lending and KYC workflows to Thai-language government archives, Docugym is built for the heterogeneity — and the confidentiality — that real document operations demand.
Private from the first page. See how Docugym works on your own documents.
Docugym
Private document AI that stays under your control — your documents and your models, inside your environment.
Resources
Get Started
Ready to bring private document AI inside your walls? Schedule a walkthrough on your own paperwork.
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