Private AI Self-Hosting.
Your Data. Your Network.
Bridge data security and AI innovation: deploy powerful AI inside your infrastructure—offline-capable, domain-specific, and built for high-compliance industries.
How the FLAI platform works
Model hosting and automation on your network—with custom fine-tuning and custom workflows. End-to-end on your infrastructure.
Deploy once: host models, add knowledge (RAG), run automations—all on your own network.
The FLAI app
Deploy once. Users add documents. AI uses them as context. Admin manages users and models.
- Deploy the app; installer sets up the database.
- Users load documents so the AI has context (RAG).
- Admin manages and creates users.
- Admin downloads and uploads models.
- Local agent can call tools (e.g. scientific/ML libraries) for lab workflows.
The Challenges of Self-Hosted AI Adoption
Organizations want AI that respects privacy and uses their own data—but adoption is blocked by three core challenges.
Lack of domain knowledge
Few teams have in-house expertise in NLP hosting and model management.
Context-aware AI is hard to deploy
Delivering AI that uses your siloed data and produces meaningful, domain-relevant results is difficult.
Trust and privacy
Public AI models create privacy and IP risk; sensitive data cannot leave your controlled environment.
How FLAI solves this
FLAI addresses siloed data by putting RAG and context search inside your network—your documents and databases become the AI's context, with no data sent to the cloud.
We address public AI privacy by running models and all processing on your infrastructure, so you get innovation without trust or compliance trade-offs.
The FLAI Advantage
Four pillars of private AI: hosting, context, orchestration, and fine-tuning—all on your infrastructure.
Private Model Hosting
Feature
Host custom or public LLMs in your private infrastructure; download and manage models and monitor token usage across your AI network.
Benefit
Full control and data sovereignty—no vendor lock-in, no data leaving your perimeter.
Context-Aware Responses (RAG)
Feature
Find context for siloed data using RAG; your documents and knowledge bases power relevant, accurate answers.
Benefit
Higher employee efficiency and decisions grounded in your own data.
Agentic Orchestration
Feature
Task orchestration using agentic behaviour—agents that use your private data, ML libraries, and sensor, IoT, and robotics orchestration.
Benefit
Automate complex workflows and integrate AI with lab and production environments.
Model Fine-Tuning and Training
Feature
Self model fine-tuning, training, and hosting on relevant context inside your infrastructure.
Benefit
Stronger NLP capability tailored to your domain without sending data out.
Your On-Premises AI Platform
Chat, Model Manager, Analytics, and Network Management — one platform for local AI, RAG, agents, and IoT on your LAN
Data Sources
Documents
Databases
APIs
AI Processing
Private LLM
RAG Engine
Automation
User Interface
Chat UI
Dashboards
APIs
Future of FLAI
We're building for the long term. Our roadmap is focused on making private AI self-hosting more capable, secure, and valuable for every customer.
Evolving with the space
We invest in R&D so the platform stays ahead of advances in models, RAG, and on-premises AI—so you can adopt new capabilities without changing vendors.
One stack, more value
We're deepening the product—hosting, knowledge, automation, and integrations—so you get more from a single platform on your infrastructure.
Built for regulated environments
Security, compliance, and data sovereignty remain at the center of everything we ship—so you can scale usage without compromising control.
Growing with our customers
We listen to enterprises and specialists who run private AI. Your feedback shapes our roadmap so we solve real problems, not just features.
Built for Critical Industries
Specific use cases for our top markets: engineering firms, robotics, and research labs.
Engineering Firms
Accelerate R&D and collaboration with private AI. Run context-aware search across specs, designs, and documentation; keep IP on your network and speed up decision-making.
Robotics
Orchestrate robots, sensors, and IoT from one private AI layer. Use natural language and agents for control and monitoring—all on your infrastructure for safety and compliance.
Research Labs
Turn siloed papers, datasets, and lab notes into context for AI. Combine RAG with agents and ML libraries for faster experimentation and collaboration without sharing data externally.
We also serve healthcare and law firms where privacy and data sovereignty are non-negotiable. View all industries
Predictable Investment. Long-Term ROI.
Hardware + Software Licensing
One-time hardware cost and setup fees, plus software licensing on a year-over-year basis.
Long-term ROI: Avoid unpredictable cloud token costs. With FLAI, you own the capacity—no per-query surprise bills. Budget and plan with cost-predictability while keeping full control of your data and models.
- Predictable annual costs vs. variable cloud spend
- Your hardware, your data, your models
- No lock-in; deploy on your infrastructure
Trust & Differentiation
A platform built for self-hosted AI — local models, RAG, agents, hardware sizing, and IoT on your LAN
vs. Enterprise Platforms
Unlike large enterprise platforms — we're lean, fast, and purpose-built for private RAG solutions.
- Faster deployment
- Lower cost of ownership
- Specialized for RAG
vs. SaaS Solutions
Unlike cloud-based SaaS tools — we're fully self-hosted, with client-owned models and databases.
- Complete data ownership
- No vendor lock-in
- Custom compliance
vs. Automation Tools
Unlike public automation platforms — we offer private workflow orchestration designed for enterprise compliance.
- Private infrastructure
- Compliance-ready
- Enterprise security
Join Us in Revolutionizing Private AI
Deploy FLAI on your network. Your documents, your users, your models—all on your hardware.