I spend my days helping organizations modernize analytics to drive tangible business outcomes and liberate analytics teams from legacy processes.
At this year’s Snowflake Summit ’26, I had the pleasure of sitting down with AJ Subbarao, Director of Business Intelligence & AI at Intuitive Surgical (ISRG). Intuitive is a legendary pioneer and global market leader in robotic-assisted, minimally invasive surgery —famed for its ground-breaking da Vinci® surgical system and the newer Ion platform for peripheral lung biopsies.
For a company dedicated to extending the capabilities of physicians, understanding data is the key to driving its core mission forward: to improve patient outcomes and lower the cost of care. When Intuitive Surgical turns its attention inward to optimize its own data operations in service of this goal, the results are nothing short of surgical precision.
Here is what I learned from AJ about Intuitive's transformational journey toward true "Agentic Analytics".
The Diagnostics: Identifying the Core BI Pain Points
Even for an innovation giant like Intuitive, modern data ecosystems present challenges. AJ laid out four aggressive Program Goals that his team set out to tackle:
1. Faster decision-making and time-to-market: Getting insights into the hands of stakeholders exactly when they need them.
2. Self-service data exploration across all personas: Empowering everyone from the executive suite to the technical power users.
3. Reducing metrics and dashboard sprawl: Streamlining the clutter of redundant, outdated static dashboards.
4. Improved analytics quality while reducing maintenance needs: Maximizing data accuracy and consistency without draining data engineering bandwidth.
To do this, Intuitive needed to progress beyond simple charts and transition into an intelligent, conversational ecosystem.
The Vision: "See Fast, Act Fast"
The architecture AJ shared during our session brings to life an incredibly powerful mantra: "See Fast, Act Fast". Intuitive's goal is an agile platform where users can "start anywhere, dive deep," and leverage AI capabilities across a global, multi-lingual enterprise footprint.
At the center of this vision sits an AI Assistant fueled by an Agentic AI Platform. Rather than navigating isolated silos, users can seamlessly pivot across different modalities:
Intuitive Knowledge Bases for organizational wisdom.
Reports & Dashboards for structured analysis.
Secure ChatGPT interfaces for natural language reasoning.
Automated Biz Apps & Presentation Builders to immediately turn insights into shared action.
Under the Hood: Building the Agentic Blueprint
What makes this journey so compelling is how beautifully the technical ecosystem maps to diverse end-user archetypes. AJ diagrammed their streamlined architectural framework, which neatly connects users to sources via ThoughtSpot and Snowflake.
1. Tailored User Experiences
The framework serves four primary groups: Executive Leadership, Functional Leadership, Operational Consumers, and Power Users. Instead of separate toolsets for each, a unified AI Assistant (Web & Mobile Agents) acts as the universal entry point.
2. The ThoughtSpot & Snowflake
For quantitative, structural data execution, the AI Assistant leverages ThoughtSpot and Snowflake Cortex, acting directly on top of the Enterprise Data Warehouse (EDW). This provides governed, ultra-fast natural language queries directly against core business numbers.
3. Contextual Knowledge & Public Intelligence
But numbers only tell half the story. To address qualitative needs, the assistant can trigger text-based searches across internal Knowledge Bases (containing sales training, marketing assets, policies, and procedures) or spin up web-facing LLMs like OpenAI and Claude to securely safely parse broader public information.
Bringing AI for BI to Life
By embedding ThoughtSpot’s key capabilities, Intuitive is unlocking deep analytical muscle without heavy overhead. AJ highlighted a few specific features driving major impact:
Spotter-AI Analyst: Delivers AI-powered data exploration, autonomous insights, conversational intelligence, and guided drill-downs so users aren't left staring at static charts wondering “why?”
SpotIQ Analyze: Automates advanced analytics out-of-the-box, providing automated AI narratives, trend analysis, cross-correlations, change analysis, and root-cause analysis (RCA).
Intelligent AI Dashboards & Proactive Alerts: Moving from reactive monitoring to predictive action with automated anomaly detection and threshold notifications.
“The biggest business impact for us was when the executive leadership can go and ask their own questions, find the problem, and find a solution for it, without having to wait for weeks and months to get a new report or a new data set prepared for them. That's the biggest impact and that's the biggest problem.”
AJ Subbarao
Director of Business Intelligence & AI at Intuitive Surgical
Sitting down with AJ reinforced something we firmly believe at ThoughtSpot: the future of data isn't a complex dashboard that requires a training certificate to read. The future is a new model of enterprise intelligence, one that understands your business, delivers a conversational experience, and bridges the gap between numbers and actionable insight seamlessly.
Intuitive Surgical is leading the charge, proving that when you apply the same dedication to data innovation as you do to medical technology, you can drastically collapse time-to-insight and truly "act fast.”
Ready to bring Agentic Analytics to your organization? Book a personalized demo to see how ThoughtSpot helps teams move from insight to action—fast.
