MAY 12-14, 2026 | SAN FRANCISCO, CA

Engineering the Future of AI

Data Council AI is the technical conference built by engineers, for engineers. Join 2,000+ practitioners building real AI & data systems for 3 full days of deep-dives, battle-tested architectures and production insights in San Francisco, home-base of the AI world.

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Real Industry Intelligence

For over a decade, Data Council AI has gathered the engineers behind breakthrough AI & data systems. Our community consists of the researchers who have solved training at scale, the architects optimizing inference pipelines and the engineers shipping models to millions of users.

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Technical Attendees

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Speakers

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Office Hours

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Hands-On Workshops

Powered by AI's Leading Companies

AI - Anthropic
3 - Meta
5 - together.ai
2 - OpenAI
6 - Microsoft
4 - modal
8 - Replit
9 - Perplexity
ai - honeyhive

Connect with the practitioners from the teams defining the AI landscape. Meet the minds behind the AI tools & platforms you depend on every day.


Data Council AI 2026 - SAN FRANCISCO

About the Venue

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San Francisco Marriot Marquis

780 Mission St, San Francisco May 12 - 14, 2026

Experience Data Council AI 2025

Get a preview of what makes our event legendary. Watch over 100+ hours from this past year's event, featuring unfiltered technical sessions from the minds pushing the boundaries of what's possible in AI and data. 

Speakers Who Ship Code, Not Slides

Past Data Council AI speakers aren't just talking figureheads - they're the engineers & scientists building production systems, the architects handling billion-parameter inference and the technical experts solving AI's hardest challenges. CFP for 2026 announced in November!

Beyond the Slides Conference

  • Technical Deep-Dives
  • Engineering Office Hours
  • Hands-On Workshops
  • Events & Networking

Technical Deep-Dives

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Get direct insights on production systems and architectural decisions from technical leaders. Our hand-selected speakers don't just present — they pull back the curtain on real implementations, complete with performance metrics and hard-learned lessons.

Engineering Office Hours

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A Data Council AI exclusive! Our signature office hours get you dedicated time with speakers for in-depth discussions in a small group setting. Meet your heroes face-to-face, debug your architecture challenges, expand on strategies and discuss the future of AI with the leaders building it.

Hands-On Workshops

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Build alongside the maintainers of production AI systems. These aren't just tutorials—they're intensive technical sessions where you'll implement real solutions with guidance from the people who architected them.

Events & Networking

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Get access to dozens of exclusive community-curated events where engineering discussions continue in fun, low pressure environments where the real connections happen. From our Community Drinks & Demos night to founder dinners to firesides, you won't want to  miss out!

Partnered with AI & Data's Best

2026 Technical Tracks
Comprehensive coverage across the AI and data stack
Inference Systems
This track explores the systems and infrastructure powering real-time multimodal AI—from audio and video to vision, speech and mixed-modal interfaces. Talks focus on accelerating inference, reducing latency, scaling new modalities, and designing next-generation model-serving pipelines. Perfect for engineers building the frontier of interactive AI experiences.
AI Engineering
AI Engineering covers the practical workflows, tools and methodologies for evaluating, monitoring and improving AI systems in production. Topics include eval frameworks, observability stacks, guardrails, prompt testing and reliability engineering. For practitioners who keep AI systems correct, safe and performant in the wild.
AI Security & Safety
Dive deep into security, red-teaming, privacy, safety frameworks and governance for modern AI systems. Expect highly technical sessions on identifying vulnerabilities, mitigating model-level risks and building defensible enterprise AI. The right place for anyone serious about safe, trustworthy and compliant AI deployment.
Agent Frameworks & Platforms
Breaks down the architectures, planning systems, memory representations and tool-use loops that make agents work. Talks highlight emerging platforms, orchestration layers and runtime environments for agentic workflows. Ideal for developers building the next generation of intelligent, autonomous systems.
Coding Agents & Autonomous Dev
This track focuses on agents that write, modify and ship software: autonomous PR systems, IDE-integrated agents, code execution sandboxes and fully automated development flows. Sessions explore how coding agents collaborate with humans, reason over large repositories and safely produce production-grade code. For builders at the intersection of AI and software engineering.
Model Systems
Model Systems covers the full lifecycle of model development: pre-training pipelines, fine-tuning strategies, adapters, distillation, small-model architectures and RLE-adjacent techniques. Talks emphasize efficiency, scaling laws, post-training improvements and practical engineering around model quality. Designed for teams building or adapting their own custom models.
Data Engineering & Databases
This track examines the data infrastructure that fuels modern AI—vector databases, retrieval engines, pipelines, feature stores and storage systems. Talks highlight how teams architect data layers for speed, quality and relevance across multimodal and agentic workloads. Essential for everyone who believes great AI starts with great data.
Applied AI
Applied AI showcases real AI applications across productivity, workflow automation, customer support, slide building, media generation and creative tooling. Talks focus on end-to-end product design, UX, system integration and how AI transforms real user workflows. For founders and engineers building AI products that ship.
Analytics & Data Science
This track covers experimentation, causal inference, statistical modeling, testing frameworks and data-driven decision systems. Sessions explore how teams measure model performance, validate behavior, run controlled experiments and generate actionable insights. Perfect for data scientists building the analytical backbone of data & AI-driven organizations.
Lightning Talks
A rapid-fire showcase of cutting-edge ideas, tools, experiments, and prototypes across the entire AI Council ecosystem. These fast, high-density sessions surface emerging concepts and bold technical work that doesn’t fit anywhere else. Come ready to learn something new every few minutes.

What Industry Leaders Are Saying

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Pedram Navid, Head of Developer Relations

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“Data Council is better than any conference I’ve ever been at because the talks are a higher caliber than anything I’ve ever experience, and the people here are just second to none.”

Charles Frye

Charles Frye, Developer Advocate

modal

“The people who work on the tools that you use every day, the people you admire, they’re there. They want to share what they’ve been working on.”

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Ryan Boyd, Co-Founder

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“Data Council is great because it provides an intimate setting for interacting with other folks in the data industry, whereas other conferences you may not know anyone you meet in the hallways.”

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