Seekr Joins MACH Alliance to Bring Explainability to Multi-Vendor AI

The Reston-based firm joins the Alliance’s Agent Ecosystem as a collaborator, aiming to integrate its expertise in data provenance and lineage into open industry standards. While current interoperability efforts focus on getting disparate agents to communicate, these connections often obscure the underlying data trail. In high-stakes sectors like government and finance, this lack of visibility creates a significant barrier to compliance and accountability.

"Interoperability gets agents talking to each other, but it doesn't tell you why they reached a decision," said Rob Clark, President of Seekr. By joining the Alliance, which includes members like Deloitte Digital and Vercel, the company will participate in working groups tasked with building reference architectures that prioritize governable, traceable AI outcomes. For organizations operating across vendor boundaries, the partnership serves as a push to ensure that production-grade AI remains as verifiable as it is functional.