LLMNXT

AiNXT · LLMNXT sovereign AI gateway

One governed gateway for every model, tool and agent call

LLMNXT sits between your apps and every model they use. It routes, secures, observes, governs and meters LLM traffic, MCP tool calls and agent-to-agent calls in one data plane, hosted in India and run inside your boundary.

Talk to an engineer See how it works

API

OpenAI-compatible

One endpoint for every model

MODELS

Frontier + open-weight

Swap models without code changes

PROTOCOLS

LLM · MCP · A2A

Models, tools and agents, governed

HOSTING

Hosted in India

Sovereign inference on your GPUs

What LLMNXT does

Three gateways. One binary. One policy model.

Most teams bolt on a proxy for models, another for tools and nothing for agents. LLMNXT handles all three in one data plane, with one set of keys, policies, logs and budgets.

LLM gateway

An OpenAI-compatible API in front of frontier and open-weight models, with credentials held centrally, failover between providers, token budgets, semantic caching and prompt redaction.

OpenAI APIFailoverCachingRedaction

MCP & A2A gateway

Treat MCP servers like microservices: discovery, versioning and signed, scoped tool calls. Route agent-to-agent calls between frameworks with identity and tracing on every hop.

MCPA2ATool scopesAudit trail

Inference routing

Latency-, cost- and model-aware routing for your self-hosted models. LLMNXT picks the warmest replica on your private GPUs and spills to approved capacity only when policy allows.

vLLMTGITritonPrivate GPU

How it works

Every request takes the same governed path

Apps, agents and developer tools call one endpoint. LLMNXT checks who is calling, applies policy, picks the model or tool, records the cost and returns the answer, with every hop traced.

SOURCES

Apps & copilotsWeb, mobile, branch tools

AI agentsAgentNXT, LangGraph, CrewAI

Voice agentsVoiceNXT calls

Developer toolsIDEs, CLIs, notebooks

DATA PLANE

LLMNXT

Route→Secure→Observe→Govern→Cost

Identity & virtual keysPII redaction & guardsModel & tool routingBudgets & rate limitsTraces, logs, metricsTamper-evident audit

CONTROL PLANEPolicies · keys · catalog · dashboards

DESTINATIONS

Open-weight modelsYour private GPUs in India

Frontier modelsOnly when policy permits

MCP toolsCore banking, CRM, LOS

Agents (A2A)Specialist agents, any framework

Everything in one gateway

Route, secure, observe, govern, cost

Five layers every request passes through, configured once and enforced everywhere.

01 · ROUTE

Send each request to the right place.

LLM gatewayOne OpenAI-compatible API for every provider, with central credentials and failover.

Inference routingLatency-, cost- and model-aware routing across self-hosted replicas.

MCP gatewayDiscovery, versioning and signed, scoped tool calls.

A2A gatewayAgent-to-agent routing with identity and tracing on every hop.

Service gatewayHTTP, gRPC and TCP with TLS 1.3 and mTLS built in.

02 · SECURE

Know exactly who called what.

JWT, OIDC & SSOValidate tokens at the edge and route on claims.

Virtual & API keysPer-team and per-app keys, issued and rotated centrally.

Request authorizationRBAC rules over method, path, headers and claims.

MCP authScope which tools each identity can invoke.

TLS & mTLSTerminate and originate verified TLS, with automatic rotation.

Rate limitingPer-key limits that stop runaway agent loops.

03 · OBSERVE

See every token, call and rupee.

OpenTelemetry by defaultTraces for every hop, from app to model to tool.

Token metricsUsage histograms by model, team and app.

Request logsStatus, latency, tokens and realized cost per call.

Live tracingInspect a running gateway without a restart.

04 · GOVERN

Policy before every prompt.

Prompt guardsPattern- and model-based checks with PII redaction.

MCP guardrailsBlock prompt injection and unsafe tool payloads in flight.

Tool policiesControl which tools each caller can reach.

Policy attachmentBind at gateway, route or backend; rules merge into one decision.

05 · COST

Hard limits, not after-the-fact alerts.

Budgets & spend limitsCaps per key or team, in tokens and rupees.

Virtual keysEvery request has an owner for budgeting.

Model cost catalogPer-model input and output pricing.

Cost dashboardSpend by model, provider, team and user.

Cost control

Attribute, price, enforce

Every call gets an owner, a price and a limit. LLMNXT cuts usage off at the cap instead of sending an alert after the money is spent.

Attribute

Virtual keys tie every request to a team, app or user.

Price

The model cost catalog turns tokens into a realized rupee cost on every log, metric and trace.

Enforce

Budgets and spend limits block calls once a key or team reaches its cap.

Team budgets · this month

ILLUSTRATIVE

Collections voice agents72% of budget

KYC document copilot48% of budget

Branch ops assistant91% of budget

Developer sandbox23% of budget

Branch ops assistant is near its cap. New calls will be blocked at 100% unless an admin raises the limit.

Sovereign by design

Your data stays in India. Your models stay yours.

Hosted in India

Gateway, logs and inference run in Indian data centres or on your own premises.

Open-weight on your GPUs

AINXT Turbo, Qwen, Gemma, Llama and more, served privately.

Frontier only by policy

Calls to external models happen only when data class and policy allow it.

DPDP-aligned audit

Every prompt, tool call and decision recorded and tamper-evident.

Models and integrations

Bring the models and tools you already use

MODELS

AINXT TurboGPTClaudeGeminiGrokLlamaQwenGemmaMistralDeepSeekNemotronSarvam

INFERENCE SERVERS

vLLMTGITritonOllamaNVIDIA NIM

AGENT FRAMEWORKS & PROTOCOLS

MCPA2ALangChainLangGraphCrewAIGoogle ADKAgentNXT

OBSERVABILITY & INFRA

OpenTelemetryPrometheusGrafanaLangfuseDatadogKubernetesHashiCorp Vault

Product names are trademarks of their respective owners and are shown to indicate supported integrations.

Under every AiNXT product

The inference layer your other AI already runs on

Identity, voice and agents all call models through LLMNXT, so one set of policies, keys and budgets covers the whole platform.

KNOWIdentity & KYC APIsGenAI document extraction runs on governed models.Explore →ENGAGEVoiceNXTEvery call’s reasoning and tool use passes policy first.Explore →AUTOMATEAgentNXTAgents, tools and A2A hops traced end to end.Explore →

Deploy your way

On-premisesInside your data centre, next to your core systems.

Private cloud in IndiaDedicated tenancy with Indian data residency.

Kubernetes or DockerStandard manifests; runs alongside your stack.

Managed by AiNXTOur engineers run and tune it under SLA.

Why a gateway

Direct model calls vs. LLMNXT

	Direct API calls	With LLMNXT
Credentials	API keys scattered across apps	Held centrally, virtual keys per team
Model choice	Hard-coded per app	Routed by policy, cost and latency
Data protection	Depends on each developer	PII redaction and guards on every call
Tools & agents	Unmanaged MCP and agent calls	Scoped tools, traced A2A hops
Spend	Seen on next month’s invoice	Hard budgets, realized cost per call
Audit	Partial app logs	One tamper-evident trail

Put every model call behind one gateway

Tell us which models, teams and apps you run today. We’ll map routing, policies and budgets, and stand LLMNXT up in your environment.

sales@ainxttech.com ainxt.support@ainxttech.com +91 96196 44244 B-702, Lodha Supremus-II, MIDC, Thane West, Mumbai 400604