ZOHO Data Expo 2024

Transcript

1. Transformative BI: Generative AI driven BI to transform business outcomes
2. Speaker Ashwinth Associate Director - Marketing, Zoho
3. Agenda The state of BI and Analytics Top challenges Transforming business outcomes with GenAI powered BI platform Summary Q&A
4. Years 25+ 15K+ Employees 55+ Apps 150+ Countries 100+ Million Users Privately Held. Publicly Responsible. 700K+ Customers
5. The state of BI & Analytics
6. Analytics and business outcomes Source: Deloitte 61% with less strong analytics cultures... 22% significantly exceed business goals in the past 12 months 39% with the strongest analytics cultures... 48% significantly exceed business goals in the past 12 months
7. How do they differentiate? Actions Dat a Analytics Insights
8. a Reasons: • Technical • Organizational culture Localized generation, storage and analysis of data What's limiting the rest? Data and analytics silos a Limited or restricted access to insights Reasons: • Lack of contextual-insights • Non-availability to front-line staff Limited access to insights a Limitations in customizing solutions for business needs Reasons: • Lack of extensibility • Limited deployment options Inflexible a Disconnected insights, decisions, and actions. Reasons: • Disconnected work systems • Multi-layered decision making Non-actionable
9. Key enabler for transforming business outcomes GenAI-Powered Modern Self-service BI & Analytics platform
10. Unified AI powered BI Adaptive Pervasive and actionable
11. Platform that unifies data, models, insights, and actions. Unified
12. Sales Marketing Project Management Finance IT & helpdesk Ecommerce Files & feeds Databases & data warehouses Common domain model NLQ trained Pre-built reports Smart data blending Unified Business Analytics ERP
14. Integrated data management and governance Automatic data quality management AI-driven cleansing and transformation Govern and catalog data with lineage End-to-end data pipelines Self-service data preparation Smart modelling
16. Use-cases Gen AI based Data Modelling & Management Formula generation Query creation Transform by example Automated data prep and data quality
18. BI Fabric Sales Overview Total Sales in Aug $ 3.19K Sales Growth in Aug 9.69% Average of Sales $ 1.72K Region with Max Sales (East) $ 5.99K Sales Across Year by Product Category This Year Sales by Store Name Avg. Profit Distribution by Region Revenue vs Unit Sold Unified Insights across all BI platforms
19. A BI platform augmented with AI across the stack AI infused Analytics
20. Highly customizable and trainable Multilingual support Conversation mode Ask Zia Generative AI - NLQ Pre-trained for LoB apps
21. Quick time to insights and actions Narrative storytelling Contextual and actionable insights Generative AI - NLG
22. Quick time to insights and actions Key Driver Analysis - What, Why & How? Contextual and actionable insights Decision Intelligence - Automated Insights (NLG) Narrative storytelling
24. Auto Analysis - Generative AI
26. Integration with LLMs Meta Llama 2 Cohere ChatGPT Google Gemini
27. What If Trend Analysis Forecasting Advanced Analytical Models Classification Clustering Cognitive
28. Bridge the gap between analysis, insights, and actions Pervasive and Actionable
29. Embedded BI
30. NLQ - Converse in any IM for insights
31. Data storytelling
32. Craft compelling presentations & infographics
33. Flexible platform for all your data needs. Adaptive
34. Flexible deployment architecture Zoho Cloud On premise Private Cloud Public cloud (Pluggable Microservice Architecture)
35. Embedding </> Extensible with APIs and SDKs Data integration Modelling Sharing and collaboration User management
36. DSML
37. Create ML models with No-code assistant, making machine learning more accessible. AutoML Automated ML model building Feature engineering, hyperparameter tuning, and comprehensive model analysis Train, Test, Compare, Deploy and Manage Models
39. Develop custom models and functions using Python code studio. Code Studio Build your own custom ML model from scratch Integrated Python environment for advanced data transformation
41. Summary
42. Transformative business outcomes Unified AI powered BI Adaptive Pervasive & actionable Modern BI & Analytics Platform
43. Visit us at booth 48 Let's connect on LinkedIn