We deploy AI
inside your walls.
You own it forever.
HF8 installs a full AI workspace on your servers and trains models on your data. No cloud vendor. No subscriptions. No third party touches your data, ever.
Channels
@HF4 flag non-standard clauses in the Meridian NDA
Three flagged: §4.2 unlimited liability, no cap. §7 non-compete covers unlisted subsidiaries. §12.1 jurisdiction defaults to Delaware, misaligned with your Swiss entity.
Flagging §4.2 for partner review. Good catch.
@HF4 draft a redline for §4.2 capping liability at 2x contract value
Redline ready: §4.2 now reads “liability capped at two times the total contract value.” Jurisdiction clause amended to Geneva, Switzerland. Ready to paste.
We install and configure a private AI workspace on your servers. Your team, your data, your infrastructure.
We train a model on your data and hand it to you. Run it standalone or inside HF4-Deck
The base model. Download and run it on your own hardware today. No account, no subscription.
Built for organisations
where data cannot leave the room
If your work involves sensitive data, privileged communications, or regulated information, public AI is not an option. HF4 was designed precisely for you.
Financial Serviceskept internal
M&A teams, investment committees, and trading desks run on information that cannot leave the room. HF4 processes deal memos, compliance documents, and market analysis entirely inside your own infrastructure.
Legal and Compliancepreserved
Attorney-client privilege is not a policy, it is an absolute. HF4 lets legal teams review contracts, summarise proceedings, and draft correspondence without a single character reaching an external server.
Govermentsat scale
Beneficiary structures, asset allocations, and succession planning are among the most sensitive documents in existence. HF4 automates research and reporting without exposing ownership structures.
Corporate Strategyprotected
Product roadmaps, acquisition targets, and pricing strategy are your most valuable intellectual property. HF4 runs analysis on infrastructure your competitors cannot access or observe.
HealthcareHIPAA and GDPR by architecture
Process patient records, clinical notes, and research documentation at unlimited scale. Compliance is built into the deployment model, not added on top of it.
Your industrya model built on your data, by us
We train a model on your proprietary documents and workflows. You own the weights outright with no ongoing costs. Run it standalone on your own servers, or deployed inside your HF4-Deck instance. Both options are available.
On-premise
Runs inside your servers or private cloud with no external dependencies.
Open weights
Fine-tune on your data and integrate with your existing systems.
Governance-ready
Satisfies compliance, legal, and board-level data requirements.
Choose your deployment standard or built for you
HF4 comes in two forms: a free base model you can run yourself today, or a custom-trained model we build from your own data. Both run entirely on your own infrastructure.
Available models
HF4 Custom
Finance · Legal · Healthcare · Family Office · Corporate Strategy
A model built on your data, trained around your workflows, and delivered to your infrastructure. Our team works alongside yours to fine-tune HF4 on your proprietary documents: deal memos, compliance frameworks, client records, internal knowledge. You own the weights outright, with zero ongoing dependency on HF8 or any other vendor.
Your team's AI workspace installed on your servers by us
HF4-Deck is a local interface for running HF4 models inside your own infrastructure. No external calls, no third-party servers, no data leaving your environment. HF8 installs and configures it directly on your systems. Every search stays within your infrastructure, end-to-end.
What you get: a workspace that works like the tools your team already knows, except it runs on your servers and the AI never communicates externally. Your data stays inside your perimeter, always.
What HF8 does: everything. Assessment, installation, encryption, model configuration, team onboarding. You get a working product. We hand it over and step back. You own it outright with no ongoing dependency on us.
Infrastructure assessment
We review your server environment, data residency requirements, and team structure to design the right setup.
Installation and configuration
HF8 installs HF4-Deck on your servers, sets up workspaces and channels, and connects your chosen HF4 model.
End-to-end encryption
We configure full encryption from your server to each team device so nothing travels in the clear, even inside your own network.
Handover and onboarding
Your team is onboarded, your IT team gets full documentation. HF4-Deck is live with no ongoing dependency on HF8.
Security architecture
Every connection inside HF4-Deck is encrypted from your server to each device, with nothing routed externally.
Your server
On-premise · your jurisdiction
HF4 model
Local inference · no outbound
Team devices
Laptop · desktop · mobile
Deployed on your servers
Runs inside your own data centre or private cloud. No external compute and no shared tenancy.
Built for teams
Shared model access, team workspaces, and organised contexts so your whole organisation benefits, not just individual users.
HF8 handles everything
Full deployment, configuration, and onboarding. No dedicated AI or DevOps resource required on your side.
Switch models freely
Use the standard HF4 8B or any custom industry model including fine-tunes built on your own data.
Compliance-ready from day one
Air-gapped deployment with full audit logging satisfies legal, regulatory, and board-level requirements.
You own it permanently
No per-seat fees, no query limits, no ongoing dependency on HF8. One engagement, unlimited use, indefinitely.
Ready to deploy HF4-Deck?
We scope the deployment with you directly: infrastructure, model configuration, security, and timeline. No commitment required.
Your growth plan, powered by AI.
Five questions.A personalised AI growth strategy built around your business.