AI / ML Consulting  ·  30 Years of Operational Expertise

Practical AI for
Complex Environments.

Modern AI is powerful — but making it work inside real enterprise and industrial environments takes more than frameworks and models. Kelso Consulting brings 30 years of hands-on operational expertise to every engagement, bridging the gap between cutting-edge AI and the systems you already run.

30+
Years Operational Experience
7
Engineering Disciplines
Free
Initial Consultation

AI Expertise Meets Deep Operational Know-How

Most AI consultants understand the models but not the environments they need to run in. Kelso Consulting brings both sides to every engagement — modern AI and the hard-won operational experience to make it work where it actually needs to.

AI & Agentic Framework Integration

Connect modern LLM-based agents and ML pipelines to the systems you already run — without a rip-and-replace.

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Legacy System Intelligence

Extract insight from legacy systems, process historians, and custom hardware. Your existing infrastructure is a data asset waiting to be unlocked.

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Enterprise Modernization Strategy

Honest, engineering-grounded assessment of your technology landscape — what to keep, what to evolve, and the fastest credible path to value.

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OT / IT Bridge Engineering

Safely connect operational technology to the IT layer using modern, standards-based patterns — with security-first architecture.

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The Value Proposition

The Rare Combination That Makes AI Actually Work in Industry

Enterprise AI projects fail for predictable reasons: the AI team doesn't understand the operational environment, and the operations team doesn't trust models they can't reason about. We eliminate both failure modes.

  • Every engagement starts with reconnaissance — we map your environment before prescribing anything
  • Fluent in both OT protocols and modern ML frameworks — no translation layer, no handoff risk
  • Industrial control systems owned as System Owner, not consulted on from the outside
  • 30 years of debugging instinct applied to AI model validation — problems found before deployment, not after
  • We'll tell you when AI isn't the right answer. That's how you know when we say it is.
Full Background →

Simple Ways to Get Started

Every engagement starts with a conversation. Pick the path that feels right.

Coming Soon

Assessment Packages

Tiered by scope

Structured AI Readiness and Modernization assessments at fixed price points, scaled to the size and complexity of your environment.

  • Small Enterprise tier
  • Mid-Market tier
  • Large / Complex tier
  • Written deliverable included

Ready to Find Out What's Possible?

Start with a free 30-minute call — describe your situation and get a straight, honest assessment. No sales pitch. No obligation.