Use Case Tool Reports
Detailed breakdown of the three deliverables generated by the Use Case Tool - AI Discovery Report, Deep Research Report, and Use Case List.
Use Case Tool Reports
AI Discovery Report
The AI Discovery Report is a 16-page structured assessment generated by AGENT: STRUCTURED_WRITER. It uses a predefined template with quantified metrics, decision matrices, and visual architecture diagrams.
Report Header
- Title: "Company AI Discovery Report"
- Customer: Company description with strategic positioning
- Focus Areas: Comma-separated list of analysis domains (e.g., "AI discovery and prioritization, cloud modernization, GenAI solution development, sustainable cloud operations")
- Data Sources: Research methodologies used (e.g., "Cloud automation market analysis, AI adoption research, industry vertical studies, implementation frameworks")
- Strategic Intent: One-sentence strategic objective
Section-by-Section Breakdown
The report contains structured sections with decision matrices, architecture diagrams, scoring tables, risk heatmaps, AI capability maturity ratings, adoption roadmaps, and strategic recommendations.
Deep Research Report
The Deep Research Report is a 25+ page comprehensive market analysis generated by AGENT: WRITER. It provides strategic intelligence with full citations from live web research.
Report Structure
| Section | Subsections | Pages | Key Content |
|---|---|---|---|
| 1. Competitive Positioning | AWS Partner ecosystem, AI Discovery competitive assessment, market trends, multi-partner collaboration | ~6 | Partnership tier comparisons, deployment mode market share |
| 2. Industry Opportunities | Manufacturing AI, Financial Services, Healthcare, cross-industry deployment | ~8 | Sector-specific ROI benchmarks, regulatory frameworks, adoption rates |
| 3. Platform Strategy | Cloud automation positioning, AI lifecycle gaps, sustainable AI, GenAI modernization | ~6 | Gap analysis tables, integration architecture matrices |
| 4. Strategic Roadmap | Agentic AI infrastructure, multi-agent orchestration, hybrid cloud, RAG 2.0, edge computing | ~5 | Technology evolution timeline, capability maturity targets |
Key Features
- Live Citations -- Hyperlinked references from real-time research (e.g., AWS Partner Network Blog, McKinsey, Guidehouse/HIMSS surveys)
- Data Tables -- Partnership tiers, deployment modes, architecture matrices
- Market Statistics -- Current market size, growth projections, ROI benchmarks
- Bibliography -- 10+ cited sources with URLs
Use Case List
The Use Case List is a 6-page PDF containing 10-12 prioritized AI use cases. The system streams use case generation in real-time, showing a counter badge ("3 use cases generated", up to "12 use cases generated") and a live preview of the JSON output including title, description, estimated_roi, and alignment_score for each use case. A "View Analysis..." button appears when generation completes.
Each use case follows a consistent three-part structure:
| Field | Description |
|---|---|
| Business Problem | The specific business challenge or inefficiency that the AI use case addresses, with quantified impact metrics |
| Potential AI Solution | Detailed description of the proposed AI/GenAI approach, including technology components, integration points, and implementation approach |
| Expected Outcome | Quantified results including efficiency gains, cost savings, revenue impact, and timeline to value |
Each use case in the Results Dashboard grid also includes:
- Impact Badge -- High Impact (red) or Medium Impact (yellow)
- Estimated ROI -- Quantified return on investment
- Alignment Score -- How well the use case aligns with the company's stated strategic intent