Platform  /  AI / ML Platform
Agentic AI / ML Platform

Build, deploy, and govern AI in production

An end-to-end AI/ML platform — LLM gateway, RAG, vector database, model governance, MLOps, and LLMOps — to ship trustworthy AI and agents at scale.

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AI / ML PlatformLIVE
Models served
184
Inferences /min
42,000
Avg latency
120 ms
Eval score
96.4%
Overview

The production backbone for enterprise AI

The AI/ML Platform is the foundation every agent runs on — a governed LLM gateway, retrieval (RAG) over your knowledge, a vector database, prompt and model management, and full MLOps/LLMOps with observability and evaluation.

Business benefits
🤖

Ship AI faster

From prototype to production in weeks.

🔒

Govern every model

Policies, approvals & audit on AI.

👀

Trustworthy AI

Evaluation & observability built in.

Capabilities
🚀

LLM Gateway

One secure API to every model.

📚

RAG

Ground answers in your knowledge.

🧮

Vector Database

Fast semantic retrieval at scale.

📝

Prompt Management

Version & test prompts.

MLOps / LLMOps

Train, deploy, monitor models.

📊

AI Observability

Evaluate quality, drift & cost.

The product

ModelAI — AI / ML platform

Vaani · AI / ML — LLM gateway · RAG · MLOpsLIVE
MODELS SERVED
84
production
TOKENS / MIN
9.4M
gateway
GROUNDED
96.4%
RAG-cited
EVAL SCORE
92.1
/ 100
Support Copilotlive
RAG · customer support
94
Fraud Scorerlive
Classification · real-time
91
Doc Extractorlive
IDP · forms & invoices
88
Forecast Enginelive
Time-series · demand
90

Representative product interface · LLM gateway, RAG & MLOps

Architecture

A layered, integrated reference architecture

Knowledge
DocumentsLakehouseAPIs
Retrieval
EmbeddingsVector DBRAG
Models
LLM GatewayFine-tuningRegistry
Serving
InferenceAgentsPrompt Mgmt
Foundation
GovernanceObservabilityEvaluation
Use cases

Where it delivers value

Power every agent

The model backbone for the platform.

📚

Enterprise RAG

Answer from your own knowledge.

📊

Predictive ML

Classic ML alongside GenAI.

Integrates with your data & cloud stack

AWSMicrosoft AzureGoogle CloudKubernetesSnowflakeDatabricksApache KafkaApache SparkdbtAirflowPostgreSQLBigQueryTableauPower BIAWSMicrosoft AzureGoogle CloudKubernetesSnowflakeDatabricksApache KafkaApache SparkdbtAirflowPostgreSQLBigQueryTableauPower BI
ROI & outcomes

Measurable enterprise impact

0X
Faster AI delivery
0%
Model eval score
0%
Lower inference cost
0%
Governed & audited

Operationalize enterprise AI

See the platform that powers every Vaani agent.

Request a Demo →