Platform overview

A private control layer between your apps and your AI models — running on your own servers, in a private cloud, or in a hybrid setup.

SYVA Data Nexus is a secure platform you install yourself. It helps organizations run, control, and scale AI model serving on their own infrastructure. It sits between your applications and your AI capabilities — whether those are custom models on private GPUs or approved external AI services.

In one line: the private control layer for enterprise AI serving and agent workloads. It does not train models or replace your model runtime — it helps you register, secure, route, and operate the AI services you already run or connect to.

The business problem

When companies run AI on their own hardware (or mix private models with cloud APIs), the same problems keep showing up: services scattered across machines, different ways to access each model, weak records of who called what, and no single safe entry point for apps that need AI.

Challenge	Impact
AI services live on many machines and teams	Hard to find, route traffic to, and operate at scale
Model traffic shares the same path as admin tools	Slower performance and a larger security risk
Every model is exposed in a different way	App teams struggle to integrate consistently
Cloud AI APIs sit beside private models	Two separate security and integration approaches
AI data must stay inside your network (no outside AI clouds)	You need software that runs on your servers, not a vendor cloud dashboard

What you bring — and what you get

Inputs

AI model services on private servers or GPU machines
Approved external AI providers you choose to connect
Operators, access rules, and policies
Apps and automation that need controlled access to AI
Infrastructure you own or control

Outputs

One secure HTTPS API for all approved AI services
A central admin console for the cluster and access management
Visibility into usage, health, diagnostics, and audit history
Controlled access to on-prem models and cloud APIs
Session and conversation building blocks for agent-style apps

Core capabilities

AI service operations

Register and onboard model services across one or many machines
Approve services and manage their lifecycle before production traffic
Emergency lockdown to block new service registrations during incidents
Monitor health and scale related services as a group

Secure access & governance

One front door for apps that call AI APIs
API keys limited by service, rate limits, roles, and audit logs
Network controls that fit enterprise security policies

Hybrid AI integration

Reach private model services without exposing every port to the wider network
Bring approved cloud APIs under the same access rules as on-prem services
Keep provider API keys on the server — not inside every consumer app

Developer enablement

Syva Service SDK — register, send heartbeats, and shut down cleanly so your service leaves the mesh
One proxy-style URL pattern and API keys for apps that consume AI

Who it is for

Stakeholder	Primary need
CIO / CTO	Keep AI under company control with clear governance
AI / ML platform	Run many model services across GPU machines
IT / Security	Network controls, access policy, and audit trails
Application teams	A stable, documented API to approved AI capabilities
Compliance & risk	Proof of who accessed which AI capability and when

Deployment models

Model	Description
Single-site	Control platform and model serving in one environment — good for pilots and a first department rollout
Distributed cluster	Central platform with model serving on multiple GPU worker machines
Hybrid AI	Private on-prem models plus approved cloud providers, under the same access rules

All models are hosted by you. SYVA runs on infrastructure you control.

Typical use cases

Serving private LLMs and specialized models on GPUs you own
One internal AI API hub for teams and approved partners
Mixing on-prem and cloud AI under one set of policies
Sites that must keep AI inside their network (e.g. banks, hospitals, government)
Chat and agent applications that need controlled access to models

Product story and visuals: SYVA Data Nexus product page. Architecture narrative: How it works.