Private AI infrastructure
for serious operators.
Inference, automation, and deployment infrastructure built for scale. Deploy AI systems without cloud dependency, vendor lock‑in, or per‑token tax.
The cloud you rent today is the leverage you lose tomorrow.
Every serious AI operator hits the same wall. The API economics that felt cheap at prototype turn into a tax. The data you promised customers never leaves their domain — quietly leaves your domain. We’ve watched it happen across dozens of agency builds. So we built the answer.
Per‑token taxation
Every API call compounds. Margins evaporate the moment your product actually starts working.
Customer data leaves your network
Sensitive prompts, files, and embeddings hit third‑party loggers. You can't audit what you don't own.
Vendor outages = your downtime
When OpenAI, Anthropic or AWS region us‑east‑1 stalls, your product, your clients, your reputation — all freeze.
Lock‑in by API surface
Build on a closed API and you've handed them the roadmap. Pricing, limits and policy can change overnight.
Latency you can't fix
Real‑time agents and video pipelines need predictable compute. Public endpoints are a noisy neighbour problem.
Compliance creep
GDPR, EU AI Act, sector‑specific rules. Public LLM APIs make defensible compliance a moving target.
The next wave of serious AI products won’t be built on someone else’s billing meter. They’ll be built on infrastructure you actually own.
One control plane for inference, agents,
video, and automation.
FusionForge collapses the stack you'd otherwise stitch together from six vendors. Private compute, deployment, observability, and tenancy — under one roof, on hardware you actually control.
Inference runtime
Run open weight models on your dedicated hardware. Quantized, batched, monitored — production grade by default.
- DeepSeek, Llama, Qwen, custom finetunes
- Sub‑200ms p95 on warm endpoints
- Zero egress to public model APIs
Agent & automation runtime
Long‑running coding agents, business automations, RAG pipelines — orchestrated with full observability.
- Persistent agent state & sandboxes
- Tool calling & MCP servers
- Replayable runs, audit trails
Video generation pipelines
Higgsfield‑class workflows on private GPUs. Train, generate, post‑process — fully isolated.
- ComfyUI / SDXL / WAN / Higgsfield‑style stacks
- Frame‑accurate queue & priority
- Asset retention you control
Deployment plane
Push a model, an agent, or an automation. Same primitive. Same observability. Different runtime profile.
- Git‑driven deploys
- Per‑tenant isolation
- Hybrid: on‑prem, EU cloud, your colo
Compliance & sovereignty
EU‑first by default. Data never leaves your jurisdiction unless you say it does.
- Per‑deployment data residency
- GDPR / EU AI Act ready posture
- BYOK & tenant‑level encryption
Operator‑grade DX
Built by an agency that ships in production every week. No abstractions you have to fight at 3AM.
- First‑class CLI + API
- Typed SDK, signed webhooks
- Sane logs, real metrics
Designed by an agency that already runs these workloads in production — on bare metal we own.
RTX 6000 Pro nodes. Dual‑Xeon orchestration. EU jurisdiction. Built by operators who would rather rebuild the stack than pay another vendor’s margin.
Five workloads.
One private platform.
If your stack involves any of these, FusionForge is the layer underneath. Same primitives. Same observability. Same control plane.
Video generation pipelines
Run Higgsfield‑class generative video on private GPUs. Brand‑safe, queueable, deterministic — without sending source assets through public APIs.
- ComfyUI / WAN / SDXL Turbo / custom nodes
- Per‑project asset isolation
- Frame‑accurate priority queue
$ forge deploy video › building runtime image… › scheduling on node-eu-1 (rtx6000pro) › healthcheck ok · p95 184ms ✓ live at https://video.fusionforge.dev
Join the waitlist.
Build forward.
Operator seats are limited. Priority is granted by use case and referrals. We onboard one cohort at a time so every team gets real engineering support — not a queue ticket.
- Direct line to the engineering team
- Locked early-access pricing for life
- First access to private inference + video pipelines
Bring an operator.
Skip the queue.
We’re prioritising teams who actually build. Every operator you refer moves you up cohorts and unlocks credits. The waitlist is not a vanity counter — it’s a filter.
Cohort jump
Move to the next priority cohort. We fast‑track your onboarding call.
Free credits
Launch credits applied to your first month of inference + agent runtime.
Operator circle
Direct line to founders. Roadmap input. Pricing locked at launch.
Built by operators who already
run this stack in production.
FusionForge is not a deck. It's the platform layer underneath the work FusionLot already ships. We're productising the infrastructure we built for ourselves.
FusionLot.eu
Production Next.js builds, automation systems, custom dashboards, API integrations.
RTX 6000 Pro
Live training and inference environment. Same hardware FusionForge nodes are built on.
Dual Xeon
Orchestration layer running long‑lived agents, queues, and video pipelines today.
DeepSeek‑class
Open weight model deployment in production. Quantized, batched, monitored.
Higgsfield‑style
Generative video workflows running for clients — not slides, not demos.
Coding agents
Long‑running agents shipping code & dashboards across active client engagements.
“We’ve spent the last two years building AI systems for clients who couldn’t ship them on public APIs — for legal reasons, cost reasons, or trust reasons. We kept rebuilding the same infrastructure. FusionForge is that infrastructure, productised. We’re the first customer.”
A public roadmap.
No theatre. Just shipping.
We publish what we're building, what just shipped, and what comes next. Operators on the waitlist see roadmap updates first and shape the order.
Inference runtime · v0
- OpenAI‑compatible inference endpoint
- DeepSeek + Llama on RTX 6000 Pro nodes
- Per‑project isolation, signed webhooks
- Internal use across FusionLot client builds
Operator early access
- Waitlist + cohort onboarding
- Forge CLI (deploy, logs, scale)
- Video generation pipeline beta
- Agent runtime + persistent state
Self‑serve platform
- Self‑serve sign‑up + billing
- Multi‑region EU expansion
- Tenant‑level encryption (BYOK)
- Public observability dashboards
Enterprise + sovereign
- On‑prem deployment kit
- Sovereign cloud partner regions
- Compliance pack: GDPR, EU AI Act
- Coding agent infrastructure GA
Operator
questions.
Practical answers from the people building it. If yours isn't here, the early‑access form has a workload field — write to us there.
Build on infrastructure
you actually own.
The next decade of serious AI products won’t be billed by the token. They’ll be built on infrastructure that doesn’t email you when the rules change. FusionForge is that infrastructure.
forge.fusionlot.eu