BYONC: Hybrid AI Infrastructure Without Vendor Lock-In.
Route AI workloads intelligently across local, cloud, VPC, and enterprise infrastructure — with capacity-aware execution, semantic routing, and credential isolation built in.
Live topology
Workloads flowing through your hybrid AI fabric.
Watch BYONC route real-time, batch, and background workloads across local hardware, on-prem GPUs, VPC clusters, cloud providers, and external model APIs — capacity-aware, semantic-aware, security-aware.
Simulated topology · representative of BYONC routing behavior.
Core capabilities
Eight infrastructure capabilities. One control plane.
BYONC is not a simple model router. It is a hybrid execution and routing architecture engineered for enterprises with real infrastructure, real compliance, and real cost constraints.
Why enterprises need BYONC
The six failure modes of generic AI infrastructure.
Most AI stacks were built for a single API provider, a single region, and a single trust model. Enterprises don't operate that way — and the gaps show up as lock-in, leaks, and unpredictable bills.
BYONC sits as the orchestration layer between your enterprise infrastructure and the AI systems running on top of it — so AI capacity becomes something you control, not something you rent without conditions.
Routing intelligence
Two routing layers. One decision.
Every workload passes through two complementary decision layers — one understands your infrastructure, one understands the workload itself.
Where can this run cheapest, safest, fastest?
Decides where a workload should execute based on real-time infrastructure availability, cost, latency targets, and security policy.
- Live capacity signals from each pool
- Cost ceilings and budget policies
- Latency SLOs per workload class
- Automatic failover and cloud burst
Which model fits this work?
Routes workloads to the most appropriate model or execution environment based on what the task actually needs.
- Task-aware model selection (size, modality, specialization)
- Data-sensitivity classification
- Quality / cost trade-off per request
- Honors org policy on which models data may touch
Security & governance
Designed to keep your data and credentials on your side of the line.
Routing decisions don't just optimize cost — they enforce the trust boundaries your org already operates inside.
Deployment models
Five ways to deploy. Same control plane.
BYONC adapts to the shape of your infrastructure — from a single laptop to a cross-region hybrid fleet.
Momentum AI ecosystem
BYONC powers the infrastructure layer beneath the Momentum AI ecosystem.
ARES
The IDE. Every model call from the editor or autonomous workflow is placed by BYONC.
Hive
Workflow orchestration. Every step inherits BYONC's placement, failover, and policy gates.
Garlic
Repository intelligence. Index and serving paths are placed where your code is allowed to live.
Private preview
Take control of your AI infrastructure.
BYONC is in private preview with enterprises running mixed local, on-prem, VPC, and cloud AI capacity. Bring your own infrastructure — we'll handle the orchestration.