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Teradata Citi’s 2026 Global TMT Conference summary

Complete event summary combining all related documents: earnings call transcript, report, and slide presentation.
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Citi’s 2026 Global TMT Conference summary9 Sep, 2026

Strategic transformation and innovation

  • Shifted focus from on-premise to cloud, with nearly half of recurring revenues now cloud-based.

  • Entered a new phase emphasizing AI, launching the Teradata Autonomous Knowledge Platform with agent-driven architecture.

  • Introduced new talent and leadership, including a Chief Product Officer, to drive AI-focused product development.

  • Developed the Tera Harness, enabling integration with various language models and regulatory compliance.

  • Launched Teradata AI Factory, a GPU-accelerated on-prem solution co-developed with Dell and NVIDIA.

Product and platform advancements

  • The Autonomous Knowledge Platform features innovations at every stack layer, supporting both agents and humans.

  • Tera Harness allows customers to use preferred language models, including open-source and smaller models for compliance.

  • Dynamic Compute Engine and Active Compute Engine enable scalable, concurrent AI workloads.

  • Open and connected architecture supports integration with platforms like Google BigQuery.

  • Tera Harness is currently in preview, with plans to offer source code for customer customization.

Go-to-market and customer engagement

  • Forward deployed engineers (FDEs) formalize customer engagement, focusing on solving real business problems by industry.

  • FDEs drive proof of concept to production, tracked by conversion to incremental ARR and technology adoption.

  • Typical enterprise sales cycle for these solutions is six to nine months.

  • Customers in regulated industries and governments are adopting Sovereign AI for compliance and performance.

  • Hybrid deployments are common, with customers leveraging both cloud and on-premise environments.

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