The secret to effective regulatory change management and provable compliance is a one-two punch of expert human regulatory analysis with simple-to-use workflow software. Every day, this combination helps healthcare compliance teams across the U.S. move from reactive regulatory change to clear, assigned, trackable work.
This blog looks at what’s behind “punch one” — human-led regulatory analysis. It explores the role of a regulatory analysis team and how they bring value to the compliance management lifecycle.
What AI Can and Can’t Do Well in Compliance Management
There’s a misconception that AI can automate a lot of the research involved in regulatory change management. AI looks impressive to people who don’t do the actual work, but what AI often really does is create more work.
While AI tools can gather data points quickly, they sometimes pass the burden of validation back to your in-house team. Sorting through duplicate links, hallucinated details or overly broad summaries can easily turn a promised time-saver into a tedious cleanup project.
AI excels at generating large-scale but basic, general responses, but it’s missing the domain expertise required to spot subtle regulatory nuances. The rest of this article explains why expert regulatory analysis remains essential and how human validators and analysts help compliance teams turn complex regulatory updates into clear, trackable work.
What Regulatory Analysis Teams Do
How do regulatory analysts add value to compliance management? They handle vital legwork by ensuring:
- Regulatory sources are monitored for relevant updates.
- Expert insight looks at what changed.
- Analysis helps teams understand what needs attention
Reliability in Regulatory Analysis: Where Human Value Wins and AI Fails
The main thing a compliance leader should understand about expert regulatory analysis is that it comes down to a reliability issue. Humans alone bring the trustworthiness that’s needed.
Partner teams like YouCompli take on the regulatory legwork and cut through the noise with actionable analysis that is reviewed and organized.
Role of Validators in Regulatory Analysis Model
Organizations don’t always save a lot of time with AI because of the potential need for error checking and rework. On the other hand, a human validator delivers confident time savings, because no one usually has to go back and verify the validator. That can’t be said of AI.
Solid regulatory change management processes trust the final word of experienced, compliance-centric humans as validators of regulatory requirements. At YouCompli, a team of attorneys doublecheck the work to bake in the reliability factor.
It comes down to accuracy, and that’s something that can’t be consistently accomplished through AI-driven automation alone.
Regulatory Analysis Isn’t Typical Part of Daily Healthcare Compliance
The gist of what a regulatory analysis team does isn’t necessarily something that translates to a healthcare compliance department’s daily workload. That might be why people don’t fully understand the unique value of a seasoned analysis team.
Tracking regulatory changes also requires specialized infrastructure. Many health systems lack the budget for special software or the dedicated internal teams to monitor regulatory analysis.
Partner Analysis Team: FTE-Equivalent Dedicated to Your Regulatory Compliance
That’s where a specialized partner fills the gaps. Many health systems find it makes the most sense to partner with a human analyst team backed by a proven regulatory compliance management software platform.
What skills and capabilities should a health system compliance leader look for in a partner for regulatory analytics? While most leaders might not think about asking a potential partner how their team handles puzzles, it is actually a good benchmark. In fact, one analyst team manager uses that exact question during the recruiting process, because unraveling regulation updates can be like solving a puzzle.
Think of validators and an outsourced regulatory analytics team as the equivalent of an FTE dedicated to your compliance practice. The software, the analysts and the validators give you all of the work of at least a single FTE and more.
One-Two Punch: Human Regulatory Analysis Plus Workflow Software
No one else does what our unique combination of regulatory analysis and regulatory management software can do. But if you want to research capabilities and have conversations, this blog gives you an overview of what’s possible in regulatory compliance management today.
We mentioned the one-two punch at the beginning of this article. Here’s an in-depth look at the second part – regulatory change management software. With a simple software framework, YouCompli helps teams manage regulatory compliance without relying on scattered emails and spreadsheets.
- Clear ownership, due dates, and accountability
- Progress tracking across departments and requirements
- Reporting and documentation to support proof of completion
What’s stalling progress in your compliance program? Let’s set up time to talk about some real solutions.
About the Author
YouCompli was founded in 2016 by Jerry Shafran, a serial entrepreneur with a background in software, content solutions, information technology, and network solutions.
After selling a business focused on how insurance companies manage compliance, Jerry saw an opportunity to bring that experience into healthcare — where regulatory change creates constant pressure for compliance teams, operators, and leaders.
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