✨ New Semantic Analysis with LLM (EN 🇬🇧)

To offer even deeper, more accurate, and customizable analysis, we are introducing a major update to D/AI Coach.

This release includes the integration of Large Language Model (LLM) technology and several key new features.

🧠 Technology Innovation: Introduction of LLMs

We have integrated a new technology based on Large Language Models for textual content analysis.

Main benefits:

‣
🔸 Greater accuracy in context analysis and topic classification
‣
🔸 More granular sentiment analysis
‣
🔸 Expanded language coverage
‣
🔸 Deeper analytical capabilities
‣
🔸 Continuous improvement through machine learning

🆕 New Features Available

‣

🔹 1. New Topic Analysis (available from 01/01/2022)

‣

🔹 2. Detailed Topic Analysis with LLM

‣

🔹 3. Advanced Drill-Down on Segments

‣

🔹 4. Smart Insights – Q&A

‣

🔹 5. Custom Topics

📉 Impact on Existing Data

  • Estimated average Sentiment variation: -5% to -7%.
  • Estimated average Semantic Rating variation: -1% to -5%.
  • Important: Previously generated reports will not be updated automatically.

❌ Changes to Widgets

  • The Topic List widget will be removed.
  • Replaced with a new Positive and Negative Aspects widget for each topic.

🔥 Summary

Area
Update
Semantic Analysis
More accurate, customizable, multilingual
Sentiment Analysis
More granular and realistic
New Functionalities
Smart Insights with open questions, Custom Topics
Impact on historical data
Sentiment down 5–7%, Semantic Rating down 1–5%

📩 Support

For any clarifications or to schedule a call with our Product Team, please contact:

✉️ product@datappeal.io

📥 Full Documentation

👉 Link to the updated D/AI Coach public documentation

Notes

  • These Release Notes refer exclusively to the updates in D/AI Coach.
  • Similar updates have been applied to other products within the D/AI suite.