Suffering from Data Severance?
If you have ever watched the eerie and oddly captivating show Severance, you know it’s about workers who have their personal and work memories completely separated (severed so to speak). Sounds great until you realize that neither version of themselves really knows what’s going on. Now, think about your organization’s data governance program – does it feel like the same thing is happening? Do your business teams and IT teams live in completely separate realities, unsure of what the other is doing? Do your data stewards exist in a vacuum, unable to connect their work to broader business objectives? If so, congratulations – you might be suffering from Data Severance.
Welcome to the Data Floor
Much like in Severance, many organizations build strict silos between those who define, produce, and use data. IT enforces rules that business users don’t understand, while business teams demand reports they can’t explain. It’s as if governance policies and operational execution were two separate consciousnesses, disconnected from the reality of how data is actually used. The end result? Confusion, inefficiency, and an eerie sense that something isn’t quite right.
The goal of an effective Non-Invasive Data Governance (NIDG) program is to bring these two worlds together – without forcing people to undergo an existential crisis in the breakroom. Governance should be about formalizing what already exists, not splitting work into different realities where no one knows what’s happening. By embedding governance into existing roles and responsibilities, organizations can ensure that business and IT aren’t blindly stumbling through a never-ending maze of miscommunication.
The Illusion of Control
In Severance, the shadowy corporate overlords dictate every aspect of employees’ work lives, but no one really knows why. Sound familiar? Traditional data governance programs often feel like they’re run by mysterious executives issuing policies from an ivory tower, completely detached from the realities of daily operations. Employees are told they must follow rules they don’t understand, and governance meetings feel like they were designed by a committee of Lumon executives.
The command-and-control approach to data governance is just as flawed. It assumes that governance can be dictated from the top without context or explanation, forcing employees to comply with policies that feel arbitrary. This is a surefire way to create resistance, not adoption. People don’t want to follow rules just because someone says so – they want to understand how governance makes their jobs easier and their data more reliable.
That’s where Non-Invasive Data Governance shines. Instead of forcing people into compliance, it makes governance a natural extension of how they already work. Data stewards don’t need to be assigned new job titles or pulled into endless committee meetings; they just need support, education, and the right tools to do what they’re already doing – only better. The key is transparency and collaboration, not bureaucracy and mystery.
Escaping the Data Labyrinth
In Severance, employees wander through an endless, surreal office space, following nonsensical rules without knowing the bigger picture. If your data governance program feels like this, it’s time for a serious intervention. Too often, organizations implement governance in ways that make employees feel lost in a maze of jargon, policies, and pointless restrictions. They spend more time navigating bureaucracy than actually using data to drive business value.
Governance should not be a mystery thriller where employees must decipher cryptic policies to understand how data can be used. Instead, it should be a clear and intuitive process that enables better decision-making. No secret meetings, no hidden agendas – just a straightforward, business-driven approach that helps everyone understand their role in governing data.
This is why the Non-Invasive approach focuses on making governance practical and intuitive. Employees should have access to the right metadata, the right tools, and the right communication channels so they’re not left wandering through an endless hallway of uncertainty. Instead of trapping employees in a rigid system, governance should empower them with the right level of structure and support without the feeling that they’re being experimented on by a shadowy corporate overlord.
Bringing Both Worlds Together
The key flaw in Severance is that the work selves (innies) and personal selves (outies) are completely disconnected – which, as we learn, is a terrible idea. The same applies to data governance. Business and IT cannot function in separate realities, unable to communicate or collaborate. If governance isn’t intentionally designed to bridge the gap between these two worlds, you’re essentially asking employees to operate with half a brain.
Successful governance programs align business goals with data management practices – ensuring that governance isn’t seen as a corporate directive but as an enabler of efficiency, compliance, and AI-driven innovation. The moment governance starts making life easier instead of harder, adoption becomes a natural process, not an uphill battle.
Conclusion
If your data governance feels like a mysterious corporate experiment, it’s time to rethink your approach. Non-Invasive Data Governance is designed to bring clarity, accountability, and structure – without splitting your organization into disconnected, frustrated teams. Instead of living in separate data realities, it’s time to unify governance into a seamless, effective, and practical program. Because let’s be honest – nobody wants to be stuck on the data floor forever.
Image licensed from Adobe Stock (#1303540003)
?
Non-Invasive Data Governance? is a registered trademark of Robert S. Seiner and KIK Consulting & Educational Services
Copyright ? 2025 – Robert S. Seiner and KIK Consulting & Educational Services
MBA, FinTech and Grant Compliance Analyst @ Conexon
1 天前Sadly, the honest answer from most orgs I've worked for or with over the years would be 'yes'. Great analogy to paint the picture of a challenge all orgs initially find very difficult to overcome. Great to have a federated model with democratized data, but one needs governance and a center of excellence for it not to descend into anarchy.
VP, Business Analytics @ Metso Group | Transforming Data to Insights
2 天前Thank you for the article. Nice analogy and perspective!
Data Governance Manager l Driving Data Compliance & Policy Implementation l Project Management
2 天前Very insightful and interesting way to look at it!