Shruti Ahuja

Head of Digital Transformation, Business Intelligence & Analytics Virgin Media O2

Day 1 - Tuesday 19th January 2027

2:30 PM Panel Discussion: Data Contracts, Product Ownership and the End of Pipeline Chaos

As organisations scale self-service capabilities, platform-led delivery and federated ownership models, unclear expectations between producers and consumers often lead to delays, duplication, quality issues and mistrust. Data contracts are emerging as a practical mechanism for creating accountability, transparency and consistency across increasingly distributed environments. This panel explores how enterprises are combining data contracts, product ownership and platform standards to improve delivery at scale.

• Establishing clear ownership and accountability between data producers and consumers

• Leveraging data contracts to improve reliability, trust and service expectations

• Reducing delivery bottlenecks across domain-led and federated environments

• Balancing standardisation with flexibility as product portfolios grow

• Embedding contracts into day-to-day product and engineering workflows

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

Download The Latest Agenda

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