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Where the brightest minds in semantic tech come to talk shop!

June 9-11, 2026
Fort Collins, CO

Join architects and thought leaders from companies such as these that have participated in the past

About the Forum

The Data-Centric Architecture Forum isn’t your typical tech conference — and that’s by design.

No booths. No sales pitches. No buzzwords. Just three immersive days of deep technical exchange with some of the most forward-thinking architects, engineers, and data practitioners in the field.

Held annually each June, the Forum brings together a small, highly focused group of semantic technology leaders to explore the most challenging — and most promising — components of data-centric architecture. From trillion-triple graphs to zero-latency queries, this is where cutting-edge ideas meet real-world implementation.

Whether you’re federating data across an enterprise or reshaping how your organization thinks about knowledge, this is the event that gets into the how.

Themes for DCAF 2026

Security

In addition to all the usual security issues, the data-centric world has an additional problem: Once you give someone “follow your nose” access into a datascape that potentially includes all the enterprise’s data, how do you keep them out of things they shouldn’t see or amend?

  • Cybersecurity – Organizing threat detection, rapidly repairing vulnerabilities, and representing Software BOMs.
  • Information classification – How are people detecting and properly dealing with PII, MNPI, GDPR, CCPA, and other protected classes of data?
  • Hardening – Greatly reducing the number of applications, and the middleware needed to run them, should reduce the security surface area, but are there other techniques people are using to further harden their systems against modern attack vectors?

Validity

As we position the enterprise knowledge graph as the solution to data ambiguity and therefore the best hope for grounding AI, we need to double down on the validity of the data.

  • Constraint management – Both front and back ends, including SHACL and other approaches, and especially strategies to address performance issues in generalized constraint management.
  • Medallions – Is there a bronze, silver, gold strategy lurking for KGs?
  • Entity resolution – We see entity resolution as a corollary to validity. If you do not detect when two IRIs represent the same real-world object, you have validity problems.
  • Provenance – Part of validity is proving it.
  • Built-in audit trails – We want to move toward an in-context audit trail rather than one you have to piece together and slog through.

AI Integration

We’re not looking for AI demos per se or explanations of AI. Specific topics of interest are:

  • Use of AI to speed data alignment and ingestion.
  • State of the art on AI-enhanced ontology production.
  • Conversational AI as a query builder.
  • KGs in an agentic environment.
  • KGraphRAG (as opposed to the GraphRAG which is primarily about turning documents into graphs before vectorizing them).

Why Join Us

The Data-Centric systems that are being implemented today need more architectural support than currently exists. Maybe you have part of the solution, maybe you need parts of the solution.

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Real-World, Data-Centric Solutions—Not Theory

Most conferences talk about modern architecture. DCAF shows it in action. Attendees see production-grade semantic models, knowledge graphs, and data-centric systems that are solving real enterprise problems today. If you’re tired of vendor hype and want substance, this is where the serious practitioners are.

Access to a High-Caliber, Like-Minded Community

The people who attend DCAF aren’t window shopping—they’re committed to changing the way enterprise systems are built, from app-centric to data-centric. You’ll connect with architects, engineers, and leaders from other companies and organizations. This is a room of peers, not tourists.

Small Format, High Engagement

DCAF is intentionally intimate—no expo hall, no distractions. It’s structured for deep conversations, practical demonstrations, and focused sessions where every presenter is solving real-world challenges. You’re not just attending—you’re participating in shaping what “data-centric” really means in practice.

EARLY BIRD REGISTRATION IS NOW OPEN FOR 2026

Details on the event, including cost, dates and location

Previous Year Recaps

Interested in what was discussed in previous years?
Check out of the recaps of years past.

2025 7th Annual DCAF Logo

Recap: 2025 DCA Forum

The 2025 DCA Forum gathered top data architects for deep dives into scale, speed, and strings—exploring trillion-triple graphs, real-time queries, and text in semantic systems. A focused, no-fluff event for those building what’s next.

Read more
2024 6th Annual DCAF Logo

Recap: 2024 DCA Forum

The 2024 DCA Forum delivered three days of in-depth exploration into the operational realities of data-centric systems. From integrating LLMs into architecture to tackling entity resolution, cyber resilience, and data lineage, this year’s topics moved far beyond theory—focusing on what it takes to scale, secure, and implement real semantic solutions.

Read more
2023 5th Annual DCAF Logo

Recap: 2023 DCA Forum

The 2023 DCA Forum took a practical turn, exploring ten core challenges in data-centric architecture—from identity and federation to SemOps and visualization. Real-world implementors shared how they’re embedding these solutions directly into the architecture.

Read more

Interested in Sponsoring or Presenting?

The data-centric systems being built today demand more architectural support than the current ecosystem provides. Maybe you offer part of the solution. Maybe you’re looking for the rest. Either way, DCAF is where real progress happens—through shared insight, live demos, and candid conversations that move the field forward.

Lead the Conversation

DCAF attracts experts rethinking how systems are built. Participating here shows you’re shaping the future—not just following it. Sponsoring DCAF helps you share real results and experiences with peers who understand the significance of the work.

Reach Real Decision Makers

DCAF draws senior architects, data leaders and technical stakeholders from top organizations. As a sponsor, you will share your stories and connect directly with people who influence big decisions and budgets.

Connect with Real Experts

No booths. No drive-bys. DCAF is intimate by design, giving sponsors time for focused, one-on-one conversations that go deep—without the noise of a typical tech expo. Our sponsors have opportunities to host short, intimate discussions in an environment of their choice while supporting the forum itself.

Stand for Innovation

DCAF is known for cutting through hype and speculation. Align your brand with real innovation, real results, and the people who are building what’s next in data-centric architecture. Sponsoring the forum signifies your commitment to the future of data-centric architecture.

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