INDUSTRIAL AI FOR THE PLANT FLOOR
Turn existing maintenance knowledge, equipment data, and documentation into practical AI systems—built around the work, people, and assets you already have.
01 / CONTROLS & RELIABILITY
Hands-on support, with knowledge transfer built in.
Commissioning, troubleshooting, upgrades, and maintenance leadership that capture the know-how your team needs to carry the work forward.
Explore controls & reliability →
02 / INDUSTRIAL AI READINESS
We prepare manufacturing for AI.
Assess the information, terminology, and practical use cases that make plant-floor AI dependable—not theoretical.
Explore industrial AI readiness →
From uncertainty to clarity to decisive action.
01 / Industrial field services
Practical services open the door. Better organized knowledge compounds the value. Both depend on understanding equipment, people, and process—not just software.
02 / INDUSTRIAL AI SERVICES
Industrial AI readiness, from plant knowledge to practical use.
We work alongside maintenance, engineering, operations, OEMs, and integrators to turn industrial information into AI systems that fit the work—not the other way around.
01
Industrial AI readiness
Assess documentation, CMMS data, controls information, tribal knowledge, terminology, and the gaps that need to be resolved before AI can help.
02
AI knowledge & RAG deployment
Prepare, structure, contextualize, and govern industrial information so answers are traceable, useful, and grounded in trusted sources.
03
Plant-floor AI implementation
Work alongside the people closest to the work to pilot practical applications that support diagnosis, maintenance, and daily decisions.
04
Asset-centered industrial knowledge
Connect the context around equipment, procedures, parts, and expertise so critical information is easier to find when time matters.
John Nelson / 25+ years
Not theory from outside the fence.
Intentive brings the judgment of someone who has commissioned systems, repaired equipment, led maintenance teams, managed operations, and improved production across very different industrial environments. Cross-industry steel, automotive, food and packaging, distribution, and research facilities.
Rockwell ControlLogix
FactoryTalk
PanelView
PowerFlex
WHY THE WORK MATTERS
01
Safety & compliance
Make critical procedures, forms, and training usable at the point of work—where compliance must be executed and verified.
02
Workforce readiness
Capture experience before it leaves, so new technicians can become productive with less dependence on tribal knowledge.
03
Maintenance efficiency
Shorten diagnosis by putting trusted answers, drawings, and procedures in the technician’s hands when the work is happening.
04
Faster resource sourcing
Reduce extended outages by making documentation, parts context, and expert support easier to find when time matters.
About John Nelson
Industrial experience with product-level thinking.
John brings 25+ years across electrical and mechanical maintenance, controls engineering, process engineering, maintenance leadership, and operations management.
Speaks both languages. Comfortable with technicians at the machine, engineers in the logic, and leaders responsible for production. Vendor-neutral by design. Readiness work is built around the manufacturer’s assets, people, and existing systems—not a forced software purchase. Based in Knoxville, Tennessee. Available for defined project scopes, on-site assessments, commissioning support, and short-duration engagements.
Defined scopes. Clear next steps.
Talk with John