LT

LANGTRAIN

Sovereign AI Infrastructure

Own the intelligence
behind your business.

Fine-tune Llama 3 on your private data. Keep the weights, eliminate per-token costs, and deploy secure intelligence to your own infrastructure.

Weights Ownership
Private Infrastructure
SOC2 Compliance
Ingesting Domain Knowledge
sales-playbook.pdf
help-center.website
support-history.csv
72%
Structured graph extracted · 14.2M tokens indexed
L
Langtrain

The fine-tuning platform for production LLMs. Built for builders who demand sovereignty.

GithubHuggingFace
All Systems Operational

Product

  • Fine-Tuning
  • PlaygroundNew
  • RLHF & Alignment
  • Guardrails
  • AI Agents
  • Model Hub
  • Pricing
  • Enterprise

Use Cases

  • Customer Support AI
  • Internal Code Assistants
  • Healthcare & HIPAA
  • Financial Services
  • Legal Document QA

Resources

  • Documentation
  • Quick Start
  • API Reference
  • Python SDK
  • Node SDK
  • Blog
  • Changelog
  • Status

Company

  • About Us
  • Careers
  • Contact
  • Community
  • Support

Legal

  • Terms of Service
  • Privacy Policy
  • Cookie Policy
  • Data Processing Agreement
© 2026 Langtrain AI Private Limited. All rights reserved.
PrivacyTermsMade with ♥ in India

LANGTRAIN

Engineered for the world's most powerful open models

HuggingFaceHuggingFace
GoogleGoogle
MetaMeta
AzureMicrosoft
AWSAmazon
NvidiaNVIDIA
100+Private ModelsLlama · Mistral · Phi
10xFaster InferenceNative domain optimization
80%Cost Reductionvs. Claude/OpenAI at scale
ZeroData Egress100% on-prem infrastructure

"We cut our AI costs by 80% and our support model actually knows our product now. It's the infrastructure we were waiting for."

Alex Chen
CTO · Shipfaster

"Langtrain was the only path for our healthcare data — fully private, SOC2-ready weights in a week."

Dr. Priya Mehta
Head of Digital Health · MedCore

"I trained a model on 4 years of proprietary research. It's now the backbone of our internal knowledge hub."

James Okafor
Director of R&D · TechScale

LANGTRAIN

Tailored Solutions

Built for the
future of sovereign AI.

Whether you're a lean startup or an enterprise giant, Langtrain provides the infrastructure to own your intelligence.

SaaS & AI Startups

80% cheaper than cloud APIs. Just as capable.

80%
avg. cost reduction
"API bills scaling faster than revenue"
  • Deploy support & sales agents from your playbooks
  • Flat pricing — no per-token surprises
  • Full ownership of your model weights
Learn more

Enterprise & Healthcare

Private AI, fully on your infrastructure.

100%
data stays private
"Legal blocked OpenAI due to data egress"
  • Zero data ever leaves your VPC or servers
  • HIPAA, SOC2, GDPR compliant architecture
  • Role-based access & full audit trails
Learn more

R&D & Engineering

Your technical second brain — instantly cited.

94%
citation accuracy
"Lost in a sea of technical documentation"
  • Connects repos, wikis, and research papers
  • Answers with exact source document citations
  • Improves as your knowledge base grows
Learn more

Content & Media

Your voice, at scale — trained on your archive.

98%
brand match
"AI-generated content sounds robotic"
  • Trained on your actual writing and style
  • Generates content that matches your brand voice
  • Works from your proprietary audience insights
Learn more
Scale your AI with confidence.
Join 200+ teams building sovereign intelligence.
The Workflow

From raw data to sovereign intelligence.
Automated at every step.

Langtrain automates the entire lifecycle of private model ownership, ensuring your intelligence remains secure and proprietary.

01
financial-q4.pdfIndexed
help-docs.portalIndexed
user-history.sqlIngesting...

Ingest & Structure

Upload PDFs, connect Postgres, or point to any URL. Our engine extracts a high-fidelity knowledge graph securely on your private infrastructure.

02
Training Loss0.42 ↓
Accuracy98.4%
Latency14ms

Fine-tune Weights

Supervised fine-tuning on Llama 3 or Mistral. Domain accuracy climbs from 67% to 98%+ by training on your proprietary data.

03
Weights Deployed to Private Cluster

Deploy Sovereign Infra

One command ships your model to WhatsApp, Slack, or a private REST API. No rate limits, no token costs, full weights ownership.

Ready to own your intelligence?
No per-token costs. No data shared. No lock-in.

LANGTRAIN

The Agent Hub

Not a generic chatbot.
A sovereign workforce.

Deploy specialized agents that are fine-tuned on your actual data. They don't guess — they know.

Support Engineer Preview
94% First-call resolution
Weights Live
Generic AI (GPT-4 / Claude)
"I'm not sure about your specific API version. Please check the docs."
Your Sovereign Agent
"Per api-v4.2.pdf: The 'auth_token' must be passed in the header, not the body."
docs/api-v4.2.pdf
Data Egress
Zero
Token Costs
$0.00
Latency
12ms

LANGTRAIN

The Ecosystem

One intelligence.
Everywhere you work.

Connect your proprietary knowledge and deploy agents to any channel in minutes. No complex glue code required.

Knowledge Sources
PDF / Docs
Web / URLs
SQL / DB
CSV / Excel
Notion
Core
Langtrain Brain
Fine-tuned & Sovereign
Deployment Channels
WhatsApp
Slack
REST API
Website
Email
20+
Data Sources
15+
Deployment Hubs
99.99%
SLA Uptime
14ms
Average Latency

LANGTRAIN

Model Sovereignty

Own the weights.
Secure the intelligence.

Stop sending your proprietary data to cloud APIs. Langtrain lets you train and deploy models on infrastructure you already own.

local.deploy.sh
$langtrain serve --model ./my-weights
$Model loaded: Llama 3 (Sovereign)
$Running on native Metal/CUDA
$API ready at localhost:8080
$No data leaves this machine

The Sovereign Stack

Your Proprietary Data
Isolated
Private Knowledge Graph
Isolated
Fine-tuned Model Weights
Isolated
Internal Application Layer
Isolated
Zero data egress to third parties
100% model weight ownership
No per-token costs or rate limits
Full audit trails & logging
Role-based access control
Private knowledge graph export
Stop training your competitors

Cloud AI providers use your prompts and data to improve their general models. With Langtrain, every optimization stays proprietary.

Ready to secure your AI future?
Join 200+ teams building sovereign intelligence.

LANGTRAIN

Why Langtrain

Stop paying OpenAI rent.
Start owning your assets.

Every token you spend on a cloud API builds someone else's model. Langtrain turns your AI spend into a permanent asset you own forever.

The Status Quo: Renting

Cloud API Vendors

You pay for every token, data leaves your servers, and you own zero residual value.

Opaque per-token pricing
Data egress risk (Legal liability)
Zero ownership of model weights
Vendor-locked capabilities
The Future: Owning

Langtrain Infrastructure

Transform AI from a cost center into a sovereign asset that you control and own.

Flat, predictable infrastructure costs
100% Data Sovereignty (VPC/On-prem)
Full ownership of your model weights
Custom-tuned to your business logic
Feature Comparison
LangtrainSovereign
Cloud APIs
DIY Custom
100% Model Weight Ownership
Zero Infrastructure Maintenance
Predictable, Fixed Pricing
Private Data Sovereignty
Custom Fine-tuning Playground
Enterprise-Grade Guardrails
One-Command Agent Deployment
Ready to own your AI?
Expensive Rent
High Complexity
Ready to build?

Your business deserves
intelligence that knows it.

Not a generic assistant. Your own model — trained on your docs, policies, and knowledge. Owned by you, forever.

30-min setup
100% Private
Own the weights