Inside WisdomAI: Soham Mazumdar on Revolutionizing Enterprise Data Insights with AI
Leadership and Experience Behind WisdomAI
Soham Mazumdar, Co-Founder and CEO of WisdomAI, brings two decades of experience in software architecture and AI innovation. Before founding WisdomAI in 2023, he was instrumental in scaling Rubrik as Co-Founder and Chief Architect. His background includes leadership roles at Facebook and Google, contributing to core search infrastructure and receiving the Google Founder’s Award. He also co-founded Tagtile, a mobile loyalty platform acquired by Facebook.
What is WisdomAI?
WisdomAI is an AI-native business intelligence platform designed to provide enterprises with real-time and accurate insights by integrating both structured and unstructured data. Its proprietary “Knowledge Fabric” enables specialized AI agents to curate data context, answer business questions in natural language, and proactively identify trends or risks without hallucinations. Unlike traditional BI tools, WisdomAI leverages generative AI solely for query generation, ensuring high accuracy and reliability. It integrates seamlessly with existing data ecosystems and supports enterprise-grade security. Early adopters include major corporations like Cisco and ConocoPhillips.
Inspiration Behind WisdomAI
Soham observed a critical inefficiency in enterprise data usage during his time at Rubrik: despite vast amounts of data, only a small fraction of users had effective access to actionable insights. Motivated by his builder’s spirit and recognizing AI’s potential to bridge the gap between data availability and usability, Soham founded WisdomAI to democratize data insights for all enterprise users.
How WisdomAI Works
The platform is an agentic data insights system capable of handling diverse data types — structured, unstructured, and imperfect or “dirty” data. Business managers can interact directly with data via natural language queries, bypassing traditional analytics bottlenecks. WisdomAI supports major cloud data services such as Snowflake, Microsoft Fabric, Google BigQuery, Amazon Redshift, Databricks, and Postgres, as well as document formats including Excel, PDF, and PowerPoint.
Avoiding AI Hallucinations
WisdomAI’s architecture separates generative AI from answer generation. It uses an AI-Ready Context Model trained on organizational data to ensure semantically accurate answers while preserving privacy and governance. Generative AI is applied only to formulate precise queries rather than generating answers directly, effectively mitigating hallucination risks and enhancing enterprise trust.
The Agentic Data Insights Platform
Traditional BI tools slow decision-making by requiring multiple specialists to handle data silos. WisdomAI’s platform breaks down these silos, delivering data at users’ fingertips and enabling self-service insights that move at business speed — no queues, no predefined dashboards restricting new queries.
Adapting to Unique Enterprise Data
WisdomAI adapts to each organization’s unique data vocabulary and structure by analyzing query logs from existing data warehousing systems. This capability allows it to integrate diverse and messy data sources cohesively, overcoming limitations of traditional BI systems.
Vibe Coding: An Innovative Development Approach
WisdomAI employs “vibe coding,” where AI-powered code generation lets developers create functional software rapidly by describing desired features in natural language. This reverses traditional development workflows, enabling early user validation and faster iteration on core functionalities, leading to more user-centric and refined product experiences.
Impact Across Industries
WisdomAI has delivered transformative results in various sectors. For example, ConocoPhillips uses the platform to query complex drilling data in natural language, improving accuracy and operational efficiency. Cybersecurity firm Descope reduced report creation time by 90%, turning weekly meetings into strategic discussions powered by rapid insights.
Addressing Common BI Misconceptions
Many enterprises mistakenly believe that having vast data and infrastructure alone ensures quick decision-making. In reality, challenges like dirty data, siloed systems, and outdated interfaces hinder effective insights. WisdomAI tackles these issues by modernizing how data is accessed and consumed.
Integration and Future Outlook
WisdomAI complements existing BI tools like Tableau and Looker by enhancing the data consumption interface. Looking ahead, Soham envisions a future where AI-powered, conversational self-service intelligence is accessible to all employees, drastically increasing adoption and transforming how businesses interact with data.
For more details, visit WisdomAI.