Verse AI

Live in production

BR · São Paulo · Enterprise SaaS

Multi-tenant private ChatGPT for enterprise — 7-layer AWS architecture with RAG over company docs, cryptographic tenant isolation, and a multi-LLM gateway (Anthropic, OpenAI, Bedrock). Built for a Brazilian client, currently live in production.

MULTI-TENANT

Enterprise SaaS

HOSTED ON

AWS (full stack)

STATUS

Live in production

LIVE URL

moovehubia.com.br

Real screens, not mockups

Live login screen — Verse AI tenant portal
Live login screen — Verse AI tenant portal
7-layer AWS architecture, modular by design
7-layer AWS architecture, modular by design
Chat request flow — from prompt to streamed response
Chat request flow — from prompt to streamed response
Multi-tenant separation — each org gets its own private knowledge boundary
Multi-tenant separation — each org gets its own private knowledge boundary

What the system does

Tenant isolation

Each company gets its own private knowledge boundary, cryptographically separated from every other tenant.

Instant answers

RAG over the company's docs delivers grounded answers in seconds — no folder digging, no copy-paste.

Conversational AI

Natural multi-turn chat backed by a multi-LLM gateway (Anthropic, OpenAI, Bedrock, self-hosted).

How it is put together

Client Layer

External APIs · React / Next.js web · Tenant SDK widget

Edge & Networking

CloudFront · Route 53 · WAF · API Gateway

Application Layer

NestJS modular monolith on ECS Fargate w/ ALB

AI / Inference

Bedrock · OpenAI · Anthropic · self-hosted SageMaker

Async Processing

SQS ingestion + embedding queues, Fargate workers, DLQ

Data & Storage

RDS Postgres MultiAZ · Qdrant vector DB · S3 · ElastiCache

Observability & Sec

Cognito · KMS · Secrets Manager · CloudWatch · X-Ray

Stack

  • NestJS
  • TypeScript
  • PostgreSQL
  • Qdrant
  • Redis
  • AWS Cognito
  • AWS Bedrock
  • OpenAI
  • Anthropic
  • SageMaker
  • ECS Fargate
  • S3
  • SQS
  • CloudFront
  • WAF
  • Route 53

Where it stands

Architecture
Modular monolith, queue-decoupled async
AI gateway
Multi-LLM routing + embedding pipeline
Status
Actively used. Maintenance & roadmap ongoing.

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