The Theme

Continuing “The Last Mile”

Building on 2022’s theme of The Last Mile, the 2023 Data-Centric Architecture Forum dove deeper into the practical, architectural challenges faced by organizations implementing data-centric solutions. As applications move to the periphery, this year focused on integrating ten core capabilities—traditionally handled in app-specific code—directly into the architecture.

Each of the ten challenges, including authentication, fine-grained authorization, entity/URI resolution, federation, and constraint management, was explored through a 90-minute session. Implementors shared real-world solutions, not theoretical overviews, with a structured 60-minute presentation window for vetted speakers and 30 minutes for discussion. The format ensured a focused, practical look at how graph and semantic technologies are addressing complex enterprise needs.

Topics also included model-driven UIs, visualization strategies, BI integration, and SemOps—speeding the feedback loop from model changes to actionable insight. The sessions offered a rare chance to see how leaders are building hardened, reusable components that shift power away from brittle applications and into a resilient, data-centric foundation.

The last mine of data, gears turning and a person pushing a lever to complete the 28% of data collection

The Agenda

  • Headshot of DAlan Morrison Freelance writer, researcher, analyst and advisor.

    June 5th | 8:45 a.m.

    Alan Morrison

    State of the Data-Centric Architecture Ecosystem

  • Headshot of Jans Aasman with Franz

    June 5th | 9:15 a.m.

    Jans Aasman | Franz

    Security Considerations in Knowledge-centric Applications

  • Headshot of DAlan Morrison Freelance writer, researcher, analyst and advisor.

    June 5th | 1:00 p.m.

    Alan Morrison

    Countering the Stochastic Parrot Worshippers: LLMs, NLU and Kerosene

    Followed by an open discussion.

  • Headshot of Jans Aasman with Franz

    June 6th | 9:00 a.m.

    Jans Aasman | Franz

    Codependency of Machine Learning and Knowledge Graphs for Learning Systems

  • FPO - Male Avatar

    June 6th | 10:00 a.m.

    Neil Graham | Semantic Arts

    RDFHash Tool for reusability and compression of RDF Graphs

  • Headshot of Ryan Riccucci with the Dept. of Homeland Security

    June 6th | 11:00 a.m.

    Ryan Riccucci | Dept. of Homeland Security

    Operationalizing ontology for autonomous, semantically-enabled pattern recognition and alerting for unmanned aerial systems

  • FPO - Male Avatar

    June 6th | 1:00 p.m.

    Forrest Hare | KSK

    The Importance of Basic Formal Ontology in Integrating KGs from Multiple Intelligence Production Organizations

  • FPO - Male Avatar

    June 6th | 2:00 p.m.

    Michael Uschold & Doug Beeson | Semantic Arts:

    gist Enterprise Upper Ontology

  • June 6th | 3:00 p.m.

    Panel Discussion

    Q&A, General Thoughts on Upper Ontologies

  • Headshot of Eliud Polanco with Fluree

    June 7th | 8:30 a.m.

    Eliud Polanco | Fluree

    The Great Escape: Liberating 20+ Years of Legacy Data into Knowledge Graphs and Semantics with AI

  • FPO - Male Avatar

    June 7th | 10:30 a.m.

    Kirt Stirewalt | Relational.AI

    Enterprise Knowledge Graphs at AT&T

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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. Speaking here shows you’re shaping the future—not just following it. Share real results with peers who understand the work.

Reach Real Decision Makers

DCAF draws senior architects and data leaders from top organizations. As a speaker or sponsor, you connect directly with people who influence big decisions and budgets.

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No booths. No drive-bys. DCAF is intimate by design, giving you time for focused, one-on-one conversations that go deep—without the noise of a typical tech expo.

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