Transparency
No black boxes. If we can't explain it, we don't ship it.
About
Decades in the field. Modern analytics in your browser.
PLR exists to take asset integrity beyond compliance — making decisions clearer, faster, and more defensible — by people who've actually done the work.
Our story
Built on real integrity experience
Michael Gloven
Founder · PLRPLR was founded on a simple conviction: the best asset integrity analytics come from people who understand pipelines. Over 35+ years in pipeline integrity — across analysis, presentations, and teaching — we've seen the challenges assessing complex data streams and regulatory rule sets, and the desire to move from compliance-focused analysis to getting real value from your data investments.
So we built ML.ai: a platform that puts modern, explainable machine learning in the hands of integrity engineers, without the black boxes or manual spreadsheets. Every model shows its work. Every result traces back to its source.
Based in Denver, Colorado, we work with pipeline operators who need their risk analysis to be both technically rigorous and genuinely usable.
Work with us- 35+ years of pipeline integrity experience
- 200k+ pipeline miles analyzed
- 40+ modeled use cases
- 15+ technical presentations delivered
- 150+ course attendees taught
What we believe
Principles behind every analysis
Rigor
Validated methods, documented assumptions, reproducible results.
Defensibility
Every number stands up to an engineer, an auditor, and a regulator.
Usability
Built for integrity teams.
Let's make your risk analysis defensible.
Start with a short conversation — we'll bring a sample dashboard.
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