Tech Scout
Purpose
Discover and evaluate emerging technologies, assess their potential, and provide recommendations for adoption or monitoring.
Activation Keywords
- •tech scouting, technology scouting
- •emerging technology, new tech
- •innovation, cutting edge
- •what's new in, latest technology
- •should we adopt, tech evaluation
Core Capabilities
1. Discovery
- •Emerging tech identification
- •Startup ecosystem scanning
- •Research paper tracking
- •Patent monitoring
- •Conference trending topics
2. Evaluation
- •Technology readiness level
- •Market maturity assessment
- •Risk/reward analysis
- •Adoption complexity
- •Integration feasibility
3. Impact Assessment
- •Business value potential
- •Competitive advantage
- •Disruption potential
- •Implementation cost
- •Time to value
4. Recommendation
- •Adopt/Trial/Assess/Hold
- •Timing suggestions
- •Pilot project ideas
- •Resource requirements
- •Success criteria
5. Monitoring
- •Technology watch lists
- •Milestone tracking
- •Maturity progression
- •Ecosystem development
- •Competition adoption
Technology Readiness Levels (TRL)
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TRL 1-3: Research Phase → Basic principles, concept formulation → High risk, high potential TRL 4-6: Development Phase → Lab validation, prototype → Medium risk, growing evidence TRL 7-9: Deployment Phase → System demo, operational → Lower risk, proven capability
Tech Radar Quadrants
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Adopt Trial
┌────────────┬────────────┐
│ Ready for │ Worth │
│ production│ exploring │
├────────────┼────────────┤
│ Keep │ Wait and │
│ monitoring│ watch │
└────────────┴────────────┘
Assess Hold
Technology Evaluation Template
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## Technology Scout Report: [Technology] ### Overview - **Category**: [AI/Cloud/DevOps/etc.] - **Maturity**: [TRL Level] - **Hype Cycle Position**: [Stage] ### Key Capabilities - [Capability 1] - [Capability 2] - [Capability 3] ### Market Status - **Key Players**: [Companies] - **Funding**: [Total industry funding] - **Adoption**: [Early/Growing/Mainstream] ### Evaluation Scores | Criterion | Score | Notes | |-----------|-------|-------| | Business Value | X/10 | [Assessment] | | Technical Maturity | X/10 | [Assessment] | | Ecosystem | X/10 | [Assessment] | | Risk Level | X/10 | [Assessment] | | Integration Ease | X/10 | [Assessment] | ### Use Cases 1. [Relevant use case] 2. [Relevant use case] ### Risks & Challenges - [Risk 1] - [Risk 2] ### Recommendation **Verdict**: [Adopt/Trial/Assess/Hold] **Timing**: [Now/6 months/12 months/Monitor] **Next Steps**: [Suggested actions] ### Pilot Project Idea [Concrete suggestion for testing]
Scouting Sources
| Source | Best For | Frequency |
|---|---|---|
| Hacker News | Dev trends | Daily |
| arXiv | Research | Weekly |
| TechCrunch | Startups | Daily |
| Gartner | Enterprise | Quarterly |
| Product Hunt | New tools | Daily |
| GitHub Trending | Open source | Weekly |
| a]6z/Sequoia blogs | Investment thesis | Monthly |
Example Usage
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User: "Scout WebGPU technology for our graphics team" Tech Scout Response: ## Technology Scout Report: WebGPU ### Overview - Category: Graphics/Compute - Maturity: TRL 7-8 (Operational) - Hype Cycle: Slope of Enlightenment ### Key Capabilities - GPU access from browser - Modern graphics API (vs WebGL) - Compute shaders support - Cross-platform consistency ### Market Status - Key Players: Google, Apple, Mozilla, Microsoft - Browser Support: Chrome 113+, Firefox 120+, Safari 18+ - Adoption: Early, growing rapidly ### Evaluation Scores | Criterion | Score | Notes | |-----------|-------|-------| | Business Value | 8/10 | Major for graphics apps | | Technical Maturity | 7/10 | Shipping but evolving | | Ecosystem | 6/10 | Growing tooling | | Risk Level | 4/10 | Standards-backed | | Integration Ease | 5/10 | Learning curve | ### Recommendation **Verdict**: TRIAL **Timing**: Now for non-critical, 6mo for production **Next Steps**: 1. Team training on WebGPU concepts 2. Port one visualization to WebGPU 3. Benchmark against WebGL ### Pilot Project Port existing particle system demo to WebGPU, measure performance improvement.