Use Case Tool

Qubitz AI's flagship feature for automated AI use case discovery and research report generation.

The Use Case Tool is Qubitz AI's flagship feature. It takes your business context as input and runs a multi-agent AI pipeline to generate a comprehensive analysis of your organization, identify the top AI use cases, and produce detailed research reports -- all in approximately 8 minutes.

What It Delivers

After a single submission, the Use Case Tool produces five deliverables:

  1. AI Discovery Report (16 pages) -- Structured assessment with use case decision matrix, impact deep-dives, agentic system architecture diagrams, risk heatmap, AI capability maturity rating, adoption roadmap, tech-business alignment matrix, and strategic recommendations.

  2. Deep Research Report (25+ pages) -- Comprehensive market analysis covering competitive positioning in the AWS partner ecosystem, industry-specific opportunities (manufacturing, financial services, healthcare), platform development strategy, and strategic roadmap with full citations.

  3. Use Case List (6 pages) -- 10-12 prioritized AI use cases, each with Business Problem, Potential AI Solution, and Expected Outcome with quantified metrics.

  4. Executive Presentation -- Professional 10-slide PowerPoint deck generated from your AI Discovery Report, optimized for C-suite and board-level communication.

  5. AWS Architecture Diagram -- Professional-grade visual architecture diagram generated for any individual use case, rendered with official AWS service icons and logical component groupings.