Machine Intelligence

Your machines are talking.
Start listening.

Introducing RAMP AI — an agentic system that understands industrial machines quickly, turning complexity into clarity.

RAMP AI turns the knowledge buried in a machine's PLC code, alarm history, and fault records into plain-language root-cause guidance — for any technician, on any shift.

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A Premier Labs company.
Reduction in Unplanned Downtime
20–40%
Measured across active pilot facilities
Fewer Escalations to OEM / Engineering
40–80%
Teams resolve more problems at first contact
ROI vs. Total Deployment Cost
4–8×
A single avoided outage recovers your investment
Junior Onboarding
2 mo
Versus 2 years without RAMP AI
 
RAMP AI is a Machine Interpreter
for the plant floor.
Most industrial AI reads data. RAMP AI reasons over it. It interprets machine state, cross-references fault history, and guides your maintenance team through diagnosis and repair — the way a seasoned automation engineer would.
STEP 01
Reads.
Ingests the machine.
PLC code, HMI alarms, fault history, and documentation — uploaded via file export. No live OT connection. No agent on the controller.
PLC CODEALARMSFAULT HISTORYAIR-GAP COMPATIBLE
STEP 02
Reasons.
Traces fault to root cause.
Structured reasoning through the machine's own control logic. Code is the source of truth — not docs, not keyword search.
LOGIC TRACINGCAUSE & EFFECTCODE-FIRST
STEP 03
Guides.
Tells techs what, not just how.
Plain-language root-cause guidance. Exact code references. Fix history recall. The how-to-repair is rarely the gap — knowing what's actually broken is.
ROOT CAUSESTEP-BY-STEPFIX HISTORY
Machine Intelligence is what happens when AI truly understands your machines — their logic, their history, their operating conditions.
Built by Engineers, For Engineers.
RAMP AI product interface
Machine Selection
Choose the machine you're working on. RAMP AI loads its full control logic, alarm history, and fault record instantly.
Agent Selection
Select the diagnostic mode. Guided PLC Diagnostics walks your team through a structured troubleshooting path grounded in the machine's own code.
Guided Diagnostics
Plain-language root cause guidance, exact fault references, and fix history — delivered to any technician, any shift, no PLC background required.
Made for operations like yours.
Complex equipment. Tight margins. The people who truly understand your machines are fewer every year.

You run PLC-driven production lines where a fault isn't just an inconvenience — it's lost throughput, missed deliveries, and a team under pressure. The machine knows what's wrong. Getting to that answer is where time gets lost.

You're a fit if
Hard faults depend on one or two people who truly know the machines
Your automation engineers spend too much time on reactive troubleshooting
Machine knowledge lives in people's heads, not in documentation
Machine downtime limits your ability to hit production targets and grow
Your IT and OT teams have strict rules about what connects to the plant network
What changes.
Reduced MTTR
Stop chasing symptoms. Get to root cause faster. Every time.
Fewer Escalations
Technicians resolve more independently. Your engineers get back to higher-value work.
Compounding Knowledge
When experienced people leave, their knowledge stays in the system.
Faster Onboarding
New techs start from the machine's full history. Productive in weeks, not months.
Your machines are already telling you what's wrong. RAMP AI makes sure your whole team can hear it.
The risk isn't, trying AI. It's letting operational complexity outpace your ability to respond.
Capability Level Time Capability Gap Operational complexity Workforce knowledge AI-assisted understanding
Close The Capability Gap
01
Workforce Cliff
2.1M jobs unfilled by 2030. The engineers who understand these machines are retiring fastest.
02
Machine Complexity Is Accelerating
Equipment evolves every cycle. The tools built to manage it have not kept pace.
03
AI Has Crossed the Threshold
Code-first industrial reasoning is commercially viable now. For the first time.
The Team
Built by the people who know your machines —
and how to make AI work on the floor.

RAMP AI's team combines decades of hands-on industrial automation with frontier AI expertise. We've built companies, engineered control systems, and sold into the plants we now serve.

Joel Reed

Venture builder and company formation specialist. Brought multiple deep tech innovations to market.

Joel Reed
CEO
Praveen Gowtham

AI systems architect with a research background in applied physics and machine learning. Builds the reasoning engine that makes RAMP AI work.

Praveen Gowtham
CTO
Brent Bregar

25 years in industrial automation, controls, and robotics. Translates plant-floor complexity into product direction.

Brent Bregar
VP Product Strategy
Anthony Gioia

Industrial automation engineer with hands-on PLC and controls experience. Bridges the gap between customer need and product delivery.

Anthony Gioia
VP Sales & Operations
David Palmer

Experienced product leader who turns complex technical systems into products people actually use. Co-founder of multiple venture-backed companies.

David Palmer
Product Lead
Cecelia Rice

Brand strategist and communications specialist. Connects RAMP AI's story to the market.

Cecelia Rice
Marketing Manager
Mike Gunniers

Built Premier Automation into a leading regional integration firm over 30 years. Direct access to the industrial customer base RAMP AI serves.

Mike Gunniers
Advisor
Jason Hoover

Senior commercial leader with deep experience across industrial automation and manufacturing. C-suite relationships across steel, metals, and aerospace.

Jason Hoover
Advisor
Get Started
Pilot in 30 days or less.

RAMP AI is working with a focused group of manufacturing teams in 2026. If you are spending a majority of your time fighting fires and not improving operations, we should talk.

A Premier Labs company — backed by decades of industrial operations experience · Pittsburgh, PA
“I spend 80% of my time fighting fires rather than working on strategic projects.”
— Mike Stesiak, Maintenance Superintendent, ATI Materials
Machine Intelligence
A new category. Machine Intelligence.

When a system truly understands your machines — their logic, their history, their operating conditions — troubleshooting is just the beginning. Machine Intelligence opens a broader horizon of operational clarity.

Diagnostics & Troubleshooting
Root cause, faster. Every fault traced to the condition, not just the symptom.
Operational Setup
Machine knowledge accessible during commissioning, changeovers, and new product runs.
Optimization
Patterns across faults surface opportunities to reduce recurring issues and improve throughput.
Planning & Maintenance
Historical intelligence informs PM intervals, parts forecasting, and workforce allocation.
Operational Intelligence
A living knowledge layer across machines, shifts, and sites — that compounds with every interaction.