Beyond the Hype: How CruxOCM Built Piper to Scale Strategy (Without Sacrificing Security)
By Vicki Knott and Richard Duggan
Everyone is talking about AI in energy industry. Most companies are still stuck in the “experimentation” phase, trying to figure out if a chatbot can write a better email.
At CruxOCM, we didn’t want a better chatbot. We wanted a sharper edge.
That’s why we built Piper — our industrial AI Sales Strategist. But as we rolled this out, we realized the conversation wasn’t just about “efficiency.” It was about how to innovate in a high-stakes industry like energy without moving fast and breaking things we can’t afford to break.
The Evolution: From Static Lists to Living Intelligence
For years, the energy industry has relied on a “Static ICP” (Ideal Customer Profile). You look at market cap, asset footprint, and infrastructure size. It tells you who to talk to, but it rarely tells you how to win.
Piper changed that. By synthesizing public domain data and agentic AI systems for oil and gas pattern recognition, Piper moved us into Phase 2: Living Intelligence. Instead of just looking at a map of assets, our team now understands:
The “Why”: What are the real primary drivers behind a customer’s engagement right now?
The “Who”: Which buyer personas are actually navigating the deal forward?
The “How”: What specific sales motions resonate with complex operations vs. corporate strategy?
Security: The “Ironclad” Requirement
In the energy sector, “innovation” is a nice word, but “integrity” is a requirement. The energy industry challenges our customers face involve massive complexity and real-world risk. We apply those same standards to our internal tech stack.
When our VP of Global Sales, Richard Duggan, developed Piper, the directive was clear: Amplify the team, but protect the data.
How we keep Piper secure:
Total Data Isolation: Piper lives in a dedicated, secure environment. Applying industrial cybersecurity standards, it is logically and physically separated from all sensitive client data.
Public Domain Focus: Piper leverages the power of Large Language Models (LLMs) using public domain data to build its strategic patterns, ensuring no proprietary client information is ever “fed” into the model.
Architecture of Trust: We’ve built a “Wall of Privacy” that allows us to enjoy the massive benefits of AI-driven insights while keeping our commitment to data confidentiality ironclad.
Better Thinking, Scaled
The most exciting part? This isn’t about replacing our people. In an industry built on trust and complex operations, you can’t automate a relationship.
Piper is about industrial AI solutions applied with intention — better thinking, scaled. It enables our team to ask better questions, identify real pain points faster, and align our solutions to the actual business outcomes our customers care about.
We aren’t just using AI to keep up with the trend. We’re building an enterprise agentic AI platform — an AI-native operating model that mirrors the precision and safety our customers expect from CruxOCM.
The future of sales using AI in oil and gas industry isn’t more noise — it’s more insight.
Beyond the Hype: How CruxOCM Built Piper to Scale Strategy (Without Sacrificing Security)
By: @Richard Duggan and @vicki
Everyone is talking about AI. Most companies are still stuck in the “experimentation” phase, trying to figure out if a chatbot can write a better email.
At Crux, we didn’t want a better chatbot. We wanted a sharper edge.
That’s why we built Piper—our AI Sales Strategist. But as we rolled this out, we realized the conversation wasn’t just about “efficiency.” It was about how to innovate in a high-stakes industry like energy without moving fast and breaking things we can’t afford to break.
The Evolution: From Static Lists to Living Intelligence
For years, the industry has relied on a “Static ICP” (Ideal Customer Profile). You look at market cap, asset footprint, and infrastructure size. It tells you who to talk to, but it rarely tells you how to win.
Piper changed that. By synthesizing public domain data and pattern recognition, Piper moved us into Phase 2: Living Intelligence. Instead of just looking at a map of assets, our team now understands:
The “Why”: What are the real primary drivers behind a customer’s engagement right now?
The “Who”: Which buyer personas are actually navigating the deal forward?
The “How”: What specific sales motions resonate with complex operations vs. corporate strategy?
Security: The “Ironclad” Requirement
In the energy sector, “innovation” is a nice word, but “integrity” is a requirement. We know that our customers deal with massive complexity and real-world risk. We apply those same standards to our internal tech stack.
When our VP of Global Sales, Richard Duggan, developed Piper, the directive was clear: Amplify the team, but protect the data.
How we keep Piper secure:
Total Data Isolation: Piper lives in a dedicated, secure environment. It is logically and physically separated from all sensitive client data.
Public Domain Focus: Piper leverages the power of Large Language Models (LLMs) using public domain data to build its strategic patterns, ensuring no proprietary client information is ever “fed” into the model.
Architecture of Trust: We’ve built a “Wall of Privacy” that allows us to enjoy the massive benefits of AI-driven insights while keeping our commitment to data confidentiality ironclad.
Better Thinking, Scaled
The most exciting part? This isn’t about replacing our people. In an industry built on trust and complex operations, you can’t automate a relationship.
Piper is about better thinking, scaled. It enables our team to ask better questions, identify real pain points faster, and align our solutions to the actual business outcomes our customers care about.
We aren’t just using AI to keep up with the trend. We’re building an AI-native operating model that mirrors the precision and safety our customers expect from Crux.
The future of sales in energy isn’t more noise—it’s more insight.