Natalia Konstantinova

Global Architecture Lead in AI bp

Conference Day Two - Wednesday 15th April

11:30 AM Presentation/Case Study: From Hype to Harmony: Operationalising Agent Workflows at BP

With dozens of AI agents built across BP’s functions - from data retrieval to task orchestration - the challenge isn’t whether the technology works, it’s how to make it usable, safe and enterprise-ready. Natalia leads work on BP’s internal Multi-Agent Control Platform (MCP) and emerging agent-to-agent (A2A) protocols, helping unify fragmented agent systems into cohesive, business-ready workflows. This session shares lessons on scaling adoption, governance, and data integration.

• Designing agent-to-agent systems for secure, predictable enterprise workflows at scale

• Solving for adoption: architecture, data readiness, and investment in business-side change

• Building practical guardrails and evaluation methods for real-world agentic reliability

Check out the incredible speaker line-up to see who will be joining Natalia.

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