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World Congress 2025 • Aug 20, 2025 • Session details

Beyond GPT: Building Unified GenAI Platforms for the Enterprise of Tomorrow

Kapil Gupta

Are decentralized AI experiments creating untrackable data silos in your enterprise? Learn how building a unified GenAI platform securely scales your architecture from proof-of-concept to production.

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#1 about 2 min

Overcoming artificial intelligence silos in the enterprise

Establishing guardrails and addressing unmanaged data silos to unlock genuine business impact from artificial intelligence.

#2 about 2 min

Aligning business value via artificial intelligence design workshops

Bringing teams together to identify high-value use cases and unify them under a central data strategy.

#3 about 2 min

Treating the internal artificial intelligence platform as a product

Balancing project flexibility with centralized governance by providing reusable components and standardized resources.

#4 about 4 min

Architecting a unified data and machine learning workbench

Building a cloud-agnostic platform featuring a robust data foundation, model registry, and automated deployment capabilities.

#5 about 3 min

Automating self-service workspaces and data annotation pipelines

Enabling rapid proof-of-concept deployments with self-service compute environments and AI-driven data tagging.

#6 about 4 min

Integrating state-of-the-art generative models and automated processing

Leveraging secure endpoints to deploy diverse language models while ensuring retrieval performance, proper evaluation, and observability.

#7 about 3 min

Implementing a phased rollout for the unified data workbench

Moving from foundational cloud blueprints to implementing data-as-code libraries for integrated pipeline quality control.

#8 about 4 min

Designing an agentic convergence layer for enterprise applications

Utilizing a platform layer that hosts models and connects legacy systems via standard protocols and custom agent kits.

#9 about 2 min

Supporting enterprise automation across no-code and pro-code workflows

Providing tailorable solutions that accommodate citizen developers alongside deep code modifications for advanced technical teams.

Matching moments

3:13 min

Embedding generative AI in enterprise software platforms

Mike Butcher Mike Butcher +3 · WWC 2024

3:33 min

Crucial lessons for deploying generative AI in enterprises

Alexander Trusheim Alexander Trusheim +1 · WWC 2025

2:52 min

Scaling generative AI use cases across large enterprises

Mike Butcher Mike Butcher +3 · WWC 2024

2:47 min

Specialized internal platforms for generative AI and data

Bastian Heilemann Bastian Heilemann +1 · WWC 2025

3:52 min

Establishing a structured framework for enterprise AI

Julian Joseph · LIVE

2:28 min

Adapting collaboration models and platforms for generative AI workflows

Daniel Tao +3 · WWC 2024

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