20 years ago, automation was a pipe dream for industrial workers, 10 years ago it existed in research and development labs. Now it's fully operational in warehouses, production facilities and even mines.
The companies driving robotics forwards are going one step further than developing smarter AI. They’re figuring out how to apply that advanced engineering to ‘gritty’ manufacturing – and there are few places that understand that world better than the Steel City.
Pittsburgh has become an important ecosystem for developing autonomous technologies, the combination of engineering talent and thriving industrial background has turned it into somewhat of a testing ground for physical AI.
Recorded in Pittsburgh, Pennsylvania, this was a special live show in collaboration with the Pittsburgh Robotics Network. Chris is joined by three industry leaders to talk about adopting autonomy in critical industries. Brett Phillips is Chief Revenue Officer and General Council at Hellbender, specializing in on-edge AI hardware development. David Griffin is Chief Sales Officer at Seegrid, manufacturer of autonomous mobile robots. Mike Smocer is CEO of Mine Vision Systems, a mining technology company building real-time digital mapping systems for GPS denied environments.
They dig into how autonomy is moving beyond one-off projects, and into fully integrated systems. Brett breaks down how the incorporation of sensors and models are shrinking development timelines for autonomous systems and why Pittsburgh’s willingness to ‘get their hands dirty’ is key. David explains how advances in perception and control systems have pushed AMRs beyond basic pallet moves into large, complex material moves through busy logistics environments. Mike shares how Mine Vision Systems support vital underground decision making with millions of dollars of impact by replacing manual mapping and tribal knowledge with accurate digital records.
For anyone considering where robotics and AI can create value inside their operations, thinking about the intersection between advanced software and manufacturing, or curious why Pittsburgh has become so strong in robotics and autonomy, this episode is a look at how three industry leaders are managing that change today.
In this episode, find out:
• About the technological advances that shifted autonomy from isolated deployments to a broader ecosystem covering manufacturing, logistics, mining and warehouse operations.
• How David explains the evolution of AMRs within lifting, going from limited pallet moves to an all-in-one technology capable of moving any material to any location.
• Why mid-tier manufacturers are becoming a major driver of autonomy adoption due to labor constraints and the positive impact of this in regional production environments.
• What mining looks like without the implementation of automated systems, Mike discusses highly intelligent operators still using coloured pencils and paper to capture critical underground data.
• Mining as a tunnel building process with the constant balance of optimizing extraction with breakage vs. how much time and cost is spent processing the material caused by that breakage.
• How Hellbender utilizes their expertise and capability to provide an end-to-end service inhouse, getting their customers to market in a matter of months rather than years.
• The role of sensors, on-edge AI, and manufacturing capability in accelerating the production of perception systems that serve as the eyes and ears of the autonomy stack.
• What the conversation reveals about Pittsburgh’s current position as a robotics hub where engineering talent, institutional history and manufacturing culture are allowing them to go head-to-head with the likes of Silicon Valley.
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Tweetable Quotes:
• “At the end of the day, we are a software company. The hardware component of our product is essentially a near commodity at this point. It's the navigation systems, the safety systems, the perception systems, the control systems.” – David Griffin
• ”There is a transformation involved. There's change management involved. There are workflows that if you disrupt them just because your cool technology solved one little problem, broke 12... There's an approach to developing your technology so that it succeeds not only now, but in the future.” – Mike Smocer
• “What's gonna separate us moving forward is the ability to sort of mash this really high-level, very technical engineering with real-world manufacturing. That is where, uniquely, Pittsburgh stands alone.” – Brett Phillips
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Apprentice has developed the first AI Agent designed specifically for manufacturing, not adapted from a general model. It connects across your full tech stack, keeps an eye on operations 24/7, and helps automate the mission-critical workflows your team is handling manually today. This isn’t “set it and forget it” AI. Your team stays in control of every critical decision, because that’s how real manufacturing works.
Recommended Resources
• Pittsburgh Robotics Network, facilitating commercial business growth and economic development opportunities for the Greater Pittsburgh region's robotics, automation, and vision communities
• Seegrid, delivering customized AMR solutions that meet the changing needs of today's manufacturing, logistics, and warehousing facilities
• Mine Vision Systems, maximizing efficiency and safety in underground mining operations with real-time 3D mapping technology
• HELLBENDER Inc., building mission-critical hardware and software infrastructure for AI-driven perception systems in autonomy, robotics, and industrial applications
Connect with David, Mike, and Brett
David Griffin | Mike Smocer | Brett Phillips
Make sure to visit http://manufacturinghappyhour.com for detailed show notes and a full list of resources mentioned in this episode. Stay Innovative, Stay Thirsty.