Riffle Resilience CrMDB™ press release

FOR IMMEDIATE RELEASE

Riffle Resilience Launches CrMDB™, the Crisis Management Database Built to Make Enterprise AI Trustworthy

New offering addresses the data foundation gap holding back AI adoption in operational resilience programs

Boston, MA — July 16, 2026 — Riffle Resilience, an Atlassian Venture backed company, today announced the launch of its Crisis Management Database, CrMDB™, a purpose-built data foundation designed to solve one of the most persistent— barriers to effective AI in operational resilience: the state of the underlying data itself.

For years, organizations have invested heavily in configuration management databases (CMDBs) to catalog their systems, applications, and dependencies. But maintaining a healthy, accurate, and current CMDB has proven to be an ongoing challenge in IT and resilience programs. Data goes stale. Ownership is unclear. CMDB data can be overwhelming that is not directly intended for resiliency programs. Critical relationships between systems go undocumented. The result is a resource that too often fails the organizations that depend on it most — especially in the middle of a crisis.

This gap has become even more consequential as organizations race to apply artificial intelligence to disaster response, business continuity, IT disaster recovery, and crisis management. AI systems are only as good as the data they draw from. When that data is incomplete, outdated, or disconnected from operational reality, AI tools produce recommendations that responders can't trust — undermining confidence and slowing adoption at exactly the moment organizations need AI to move fast.

"AI doesn't have a model problem in resilience — it has a data problem," said Aaron Callaway, Cofounder at Riffle Resilience. "Every organization we talk to has an AI initiative, and nearly all of them are being held back by the same thing: a foundational database that isn't clean, isn't current, and isn't built for the questions resilience teams actually need answered during a crisis. We built CrMDB™ to fix that at the root."

A database purpose-built for resilience, not repurposed for it

Unlike traditional CMDBs, which were designed primarily for organizational asset tracking, CrMDB™ is architected specifically around the needs of crisis and operational resilience teams. Riffle Resilience designed CrMDB™ to:

Capture the specific data assets resilience and crisis response require — not a generic IT asset inventory

Enrich core records with the operational context needed to support real-time decision-making during disruptions

Maintain data currency and integrity through ongoing validation, rather than relying on point-in-time manual updates

Provide a trustworthy foundation that AI tools can query and reason over with confidence

By solving the data quality and relevance problem first, Riffle Resilience’s CrMDB™ unlocks the next stage of AI adoption in resilience programs — one where AI-generated recommendations are grounded in data that responders and executives can rely on.

"Trust is the currency of AI adoption," Shane Mathew, Cofounder at Riffle Resilience, added. "You can't build trust in an AI system on top of a database nobody trusts. CrMDB™ gives organizations a foundation they can stand behind, so the AI built on top of it earns the same confidence."

Availability

CrMDB™ is available now to organizations looking to strengthen their operational resilience programs and accelerate responsible AI adoption.

About Riffle Resilience

Riffle Resilience helps organizations build the data foundations required for effective crisis management and operational resilience. Through products like CrMDB™, Riffle Resilience enables organizations to move beyond fragile, manually maintained records and toward resilience programs — and AI initiatives — that they can trust when it matters most.

For more information

Visit www.RiffleResilience.com or contact info@riffleresilience.com