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Build AI Into Your Machines & Power New Service Models.
Tools to launch embedded intelligence in weeks — without building your own AI stack.
For OEMs & Machine Builders
Smarter Products → Stronger Business
Embedded AI isn’t just about smarter machines — it’s how OEMs and Machine Builders unlock recurring revenue, expand margins, and build truly differentiated products.
With Machine Edge You can:
Boost Revenue by 15%+
Smarter machines unlock new service models that improve revenue by 15%+ — from service assistants to predictive service contracts.
Earn 2x+ More Margins
Built-in services often earn 2× the margins of hardware — that’s what you unlock when your product delivers intelligence from day one.
Cut AI Development Costs by 80%
Use MachinEdge tools to embed AI at 1/5th the cost of building manually — with no AI team and no infrastructure overhead.
Smarter machines aren’t just better — they’re more profitable.
With MachinEdge, you ship AI-powered products without the AI burden.
What You Can Build
You already build machines that work — now give them the intelligence to work smarter, longer, and more profitably.
Fault Isolation Assistants
When something breaks, your machine walks users through fault trees, checks, and fixes — no manual required. Built-in logic trained on your real-world support cases gets them back up faster.
Guided Maintenance Flows
Preventive and reactive maintenance, guided directly at the machine. Built-in sequences and prompts reduce downtime — and eliminate the need for binders or tribal knowledge.
Embedded Quality Inspectors
Detect quality drift or common anomalies as they happen. Use embedded logic or lightweight models to flag and explain issues — before a defect escapes.
Setup & Changeover Helpers
Speed up commissioning and changeovers with embedded task guides that walk operators or techs through the exact steps, in sequence, with in-line diagnostics.
Smart Diagnostics & Monitoring
Surface early warning signs and actionable alerts — using only local data. No cloud connection. No dedicated analyst. Just smarter machines.
You’ve already built the machine. We help you embed the know-how.
With MachinEdge, every machine ships with intelligence built in — no AI team required.
How MachinEdge Works
1. Collect & Prepare Your Knowledge
Bring together manuals, logs, task guides, support cases, and other domain know-how.
MachinEdge turns messy, unstructured data into a foundation for embedded AI — fast, clean, and safe to use.
2. Review & Refine
Quickly validate and update content for accuracy, consistency, and compliance.
Stay in control while making your domain knowledge machine-ready — no ML expertise required.
3. Train Your System
Turn your refined knowledge into a lightweight, deployable intelligence engine.
No data science needed — just your expertise, captured and applied at the edge.
4. Deploy with Confidence
Run on standard industrial platforms with zero-ops provisioning.
MachinEdge tools make deployment secure, scalable, and compliant with your existing factory stack.
From raw knowledge to deployed intelligence — MachinEdge makes embedded AI fast, safe, and scalable.
See MachinEdge In Action
What happens when machine expertise is embedded right at the edge?
This is just one example: a locally deployed assistant trained on real support data — running on the machine, no cloud required.
DocBot Assistant running guiding a technician through fault isolation and resolution — powered by your own knowledge base.
Why MachinEdge?
With 20+ years in manufacturing, automation, and enterprise IT, we’re not guessing. We know how to bring AI into complex industrial environments — safely, pragmatically, and without disrupting what works.
Our team has built and deployed real-world AI systems in high-stakes factory environments. Here’s a snapshot of what we’ve delivered.
Expert Systems
Rule-based tools that capture engineering expertise and deliver instant guidance—keeping operators and support teams moving without delay.
Operational AI
Edge-deployed models and sensors that monitor equipment, optimize control, and trigger alerts—built for rugged, zero-downtime environments.
Autonomous Systems
Task-specific agents trained on real-world data to deliver answers instantly—securely deployed on-prem or in your VPC for full control.
Custom Agents
Workflow agents that automate tasks and coordinate across systems—traceable, secure, and built for hybrid environments with humans in the loop.
Let’s Build Smarter Machines, Together
Whether you're an OEM, machine builder, or integrator, MachinEdge gives you the tools to embed intelligence directly into your machines — faster, safer, and without building an AI team.
  • Turn your expertise into embedded features customers value
  • Launch AI-powered service models without building AI infrastructure
  • Deliver smarter, more supportable machines — at lower cost
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