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Lokesh Singh
Solution Architect
Exxonmobil
Speaker Bio
Lokesh is a TOGAF-certified Solution Architect at ExxonMobil with over 12 years of experience shaping technology solutions for complex business and operational needs. His career spans architecture and software engineering roles at ExxonMobil, Baker Hughes–GE, and Infosys, giving him a strong foundation in both strategic design and hands-on delivery. He brings expertise in enterprise and solution architecture, Azure, Microsoft technologies, full-stack development, and secure, scalable system design. His industry experience includes developing digital capabilities for oil and gas operations, from real-time monitoring to analytics and production optimization. With a keen interest in applied AI, Lokesh focuses on turning emerging technologies into practical solutions that address genuine business challenges and deliver tangible value.
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Session
Monday, 21 September, 2026 04:15 PM - 04:45 PM IST
Executive Story: Beyond the Dashboard: Giving Data Meaning to Build Trustworthy AI
Lokesh Singh,
Solution Architect, Exxonmobil
Gaurav Verma,
System Architect, Exxonmobil
Most enterprises don't have a data problem — they have a connection problem. Precise numbers live in tables, meaning lives in documents, and the relationships that tie them together are invisible to both. That gap is why AI answers sound confident but can't be trusted or explained. This session shows how to move from managing data as static, siloed inventory to orchestrating it as a connected, context-aware foundation: what "metadata by design" looks like when business context is required at creation time instead of enriched after the fact, how knowledge graphs make relationships explicit for GraphRAG and agentic workflows, and why production benchmarks show 60-80% reductions in hallucination when semantic structure is in place. You'll walk away with a concrete playbook — not another dashboard, but a blueprint for turning fragmented data into answers your business can actually act on.
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