to-do.md

1. fix writer's inst
2. Detailed Filtering and Segmentation -- Allow users to specify regions, timeframes, and technology subdomains for focused analysis.
3. Enable advanced interactive visualizations, such as geographical heatmaps + trend lines + innovation clusters (based on region, impact, timeframe, etc)
4. Incorporate APIs to fetch real-time patent filing data.
5. ~~Add export formats like Excel and CSV for further analysis.~~
6. Generate reports customized for different stakeholders (e.g., attorneys, inventors, strategists, legal teams, or strategic planners.).
7. Add support for identifying/predicting future trends in patent filings and innovation.
8. add appendix at the bottom
9. key players/assignees
10. ~~groq-based llm + chatgpt~~
11. fix hallucination
12. Refine - Untapped Innovation Areas
13. classify based on TRL


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1. market trends/competitive landscape -- keypoints + Include more in-depth profiles of the leading companies such as their recent patent filings, R&D investments, and strategic partnerships.
   - Compare competitor strategies to highlight what differentiates them -- who leads in material innovations vs. integration techniques?
2. emerging technologies --4-5 keypoints
3. untapped innovation hotspots -- keypoints
4. strategic opportunities
5. actionable recs
   - Patent Filing Roadmap: Offer a phased strategy for filing patents/market entry in emerging technologies or regions with growth potential
   - Risk Assessment: Highlight potential risks/challenges (e.g., regulatory barriers, high material costs) and how to mitigate them.
   - Investment Opportunities: Suggest potential partnerships or acquisitions in innovative startups working on transparent antennas.
6. future growth projections - "Provide short-term (1–3 years) and long-term (5–10 years) market forecasts for {topic}, backed by patent filing trends, R&D investments, and technology adoption rates. 
Present Growth Projection Graphs and summarize key statistics in a Forecast Summary."
7. summary/+appendix