Mou
Rakshit
Data, Analytics and AI Lead, Microsoft Fabric and Databricks SME and Champion at Accenture
"From Dashboards to Decisions: Building Real-Time, Agent-Driven Analytics Platforms"
"From Dashboards to Decisions: Building Real-Time, Agent-Driven Analytics Platforms"
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Session: From Dashboards to Decisions: Building Real-Time, Agent-Driven Analytics Platforms
Most organizations already have dashboards, reports, and models. The real challenge is turning data into systems that actively influence decisions as things happen. This session shares how modern data platforms are evolving from passive analytics into real-time, agent-driven systems that support operational and strategic decision-making.The talk walks through practical architecture patterns for combining streaming data, governed metrics, and AI-assisted logic to create platforms that can detect signals, generate recommendations, and trigger actions. Rather than focusing on tools, the session emphasizes design choices, trade-offs, and lessons learned from building analytics systems used by real teams under real constraints. Attendees will leave with clear patterns they can apply to move beyond dashboards and toward analytics that drive outcomes.
Key Takeaways
- How analytics platforms are evolving from reporting systems into decision-support systems
- Practical patterns for combining real-time data, metrics, and AI-assisted logic
- Common design mistakes that prevent analytics from driving action
- How to design governed, scalable analytics that teams actually use
- Clear steps to move beyond dashboards toward operational intelligence
Bio
Mou Rakshit is a speaker and data, analytics, and AI leader with over 26 years of hands-on and leadership experience. She has spoken at multiple industry conferences and delivered more than 4,500 hours of professional instruction to large in-person and virtual audiences. Mou is an engineer by education, holds a Master’s degree in Computer Science and an MBA in Healthcare, and is a Snowflake SME and Microsoft Fabric and Databricks Champion Lead within Avanade and Accenture. She focuses on practical, real-world analytics and AI platforms.