Operational Resilience Starts with Data

Operational resilience has a data problem. Technology gets the attention, but data determines whether resilience programs actually work. Business continuity, third-party risk, operational risk, crisis management, and regulatory compliance all depend on accurate, consistent information. When each function manages its own version of the truth, resilience becomes fragmented rather than coordinated. Data governance isn't something you add to an operational resilience program. It's what the program is built on.

Data Governance Starts with Ownership

Every resilience program eventually comes back to the same questions: 

• Who owns the data? 
• Who owns the recovery time objectives? 
• Who maintains the vendor inventory? 
• Who validates information before it's used for regulatory reporting or executive decision-making?

These aren't administrative questions. They determine whether data remains current, accurate, and available when it's needed most.

Ownership also means establishing consistent definitions across systems. Recovery objectives, vendor records, incident data, and critical services should all use common terminology and validation rules. Without that foundation, organizations spend more time reconciling information than using it.

Data Quality Determines Resilience

No organization has perfect data, and that's okay. What matters is understanding where gaps exist before implementing new technology or integrating systems. Duplicate records, inconsistent definitions, outdated information, and incomplete fields don't disappear during implementation. They become more visible.

Resilience professionals don't need to become data scientists, but they do need enough data literacy to recognize these issues, ask the right questions, and work effectively with analytics, integration, and implementation teams. Trusted decisions begin with trusted data.

When Data Doesn't Align

Consider a common scenario. 

Each team is describing the same dependency, but the data doesn't align.

When a regulator requests evidence, reports don't reconcile. During an outage, response teams spend valuable time determining which information is correct instead of managing the event. The technology isn't the problem. The data is.

Regulatory Expectations Continue to Grow

Regulators increasingly expect organizations to demonstrate operational resilience with accurate, traceable information. Requirements under the EU's Digital Operational Resilience Act (DORA), for example, rely on consistent data spanning important business services, ICT assets, third-party providers, and resilience testing. If organizations cannot reconcile the information supporting those submissions, regulators are likely to question the governance behind the resilience program itself.

Strong data governance reduces manual reporting, improves consistency across business functions, and helps organizations demonstrate resilience with confidence.

Data as a Business Capability

Technology enables operational resilience. Data makes it possible.

Organizations that treat data governance as a business capability improve more than reporting. They strengthen decision-making, accelerate technology implementations, reduce operational friction, and respond more effectively when disruptions occur. Operational resilience begins long before an incident. It begins with trusted data.