Two tracks.
One engagement.
Most clients work with both of us — Kevin on the physical product and operations side, Sam on AI and digital integration — but each track stands on its own if that's what you need.
Product & Operations
Comprehensive guidance for developing physical products — including the embedded and application software that runs them — from initial concept through stable production. Built on 30 years of hands-on experience in highly integrated hardware and software product development, and in running the engineering, manufacturing, and warehouse operations behind them.
- Concept-to-production strategy for physical products
- Embedded and application software guidance alongside hardware development
- Factory and manufacturing operations strategy and management
- Warehouse operations design and improvement
- Applying AI tools to physical-world production and operations as they mature
AI & Digital Integration
Implementation of local AI instances, integrated directly into the marketing and sales work your business already does — not bolted on as a separate tool. Grounded in experience integrating inventory systems, marketing tools, and payment processing into large-scale web deployments.
- Local AI instance setup and implementation
- Integration of AI capability into marketing workflows
- Integration of AI capability into sales processes
- Inventory, marketing, and payment system integration for web platforms
- Support for scaling digital systems alongside physical product growth
Assessment
We look at where the product and the business actually stand today — engineering, operations, and digital systems — before recommending anything.
Focused engagement
Work concentrates wherever it matters most: product development, factory and warehouse operations, AI integration, or a combination.
Handoff, not dependency
The goal is a business that can run what we've built without needing us indefinitely.
Not sure which track fits?
Most projects touch both sides. Tell us where things stand and we'll tell you honestly where to start.
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