Case StudyFeb 2026
From 2,400 Legacy P&IDs to Structured Data in a Weekend
How a major petrochemical refinery digitized their entire P&ID library using Operon's recognition engine — work that would have taken their team 6 months.
Thoughts on industrial AI, manufacturing technology, and building domain-specific systems.
General-purpose LLMs can write code and summarize documents — but they fall flat when you need to interpret a P&ID or validate a HAZOP report. Here's why domain specificity matters.
Read moreHow a major petrochemical refinery digitized their entire P&ID library using Operon's recognition engine — work that would have taken their team 6 months.
Why we embed engineers at customer sites instead of shipping generic SaaS, and how this approach leads to dramatically better outcomes.
A single compressor trip can cost hundreds of thousands in lost production. Across a plant with hundreds of critical assets, the cumulative cost is enormous — and largely preventable.
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