Platform Overview

Architecture summary for the Qubitz AI system.

Architecture Summary

Qubitz AI is a cloud-native Agentic AI platform built exclusively on Amazon Web Services (AWS). It provides an end-to-end workflow for enterprise AI adoption -- from initial business context analysis through automated use case discovery, multi-agent deep research, and production-grade application deployment.

The platform's core engine is a multi-agent orchestration system that coordinates specialized AI agents to perform web research, market analysis, structured report writing, and use case prioritisation autonomously, producing key deliverables including an AI Use Case Discovery report, Deep Research report, Executive Presentation, and AWS Architecture Diagram -- all generated in under 8 minutes.

Jamming Board - a collaborative workspace for team ideation and prioritisation:

  • Team ratings and threaded comments on each use case
  • Sentiment-driven ranking to surface the highest-value opportunities

AI Assessment - standalone intelligence modules available independently of the discovery pipeline:

  • Gap analysis against current AI maturity
  • ROI modeling and business case projections
  • Well-Architected Framework (WAFR) reviews

Control Hub - design, test, and deploy multi-agent systems across three sections:

  • Agentic Workflows - workflow plans, capped at 30 per project; Deploy button opens a deployment dialog
  • Agentic System - agent roles, models, tools, and system prompts
  • Data - document upload, structured datasets, and GraphRAG (a domain property graph your agents can query at runtime)
  • Test Bed - per-workflow live testing environment: run output, evaluation, and safety & stress testing (opens per workflow run)

Blueprints - 17 pre-built, customizable agent systems across Healthcare, Financial Services, Manufacturing, Media & Entertainment, and Horizontal use cases:

  • Go live in minutes rather than weeks
  • Each blueprint is fully configurable via the Control Hub after deployment

Application Management - post-deployment visibility dashboard:

  • Observability, FinOps, compliance, identity, and security in one place
  • Manage live deployments, API keys, and agent endpoints

Key Principles

Everything on AWS.

  • The entire platform - from the frontend to agent runtimes to storage - runs exclusively on AWS
  • No third-party cloud dependencies

Production-ready from day one.

  • Deployed applications include authentication, memory, monitoring, security guardrails, and API access out of the box

You own your data.

  • Data is isolated per customer across all Qubitz-managed infrastructure

Multi-agent by default.

  • Every application deployed through Qubitz is a coordinated multi-agent system, not a single chatbot
  • Agents specialize, delegate, and collaborate to handle complex workflows