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In this episode of U.S. Manufacturing Today (powered by Veryable), host Matt Horine speaks with David A. Craig, founder and CEO of ProdigyIQ Technologies, about closing the gap between AI identifying a problem and manufacturers taking corrective action. Drawing on his Army maintenance background and manufacturing experience, Craig explains why clear ownership, decision-making authority, cross-functional coordination, and verification are essential to turning AI alerts into resolved issues. They discuss leadership visibility and sign-off, along with Craig’s “reversible AI rollout” concept: planning how work continues when AI becomes unavailable or unreliable and verifying operational readiness before restoring it. Craig also outlines a practical 30-day approach to documenting, testing, and improving one AI-assisted workflow and shares the thinking behind his podcast, The Operating Code.
Timestamps
00:00 Welcome and Setup
00:51 Meet David Craig
01:40 Army Lessons on Accountability
02:50 Pandemic Launch Failures
04:59 Why AI Alerts Stall
07:29 Where AI Pilots Die
09:50 Defect Ownership Breakdown
13:10 Readiness Mindset Transfer
15:03 Leadership Visibility and Signoff
16:25 Reversible AI Rollouts
19:30 Hybrid Fallback Design
23:44 Building Prodigy IQ MVP
25:50 The Operating Code Framework
29:11 30 Day Execution Playbook
31:41 Where to Find David
33:23 Closing and Subscribe
Links
David on LinkedIn
David’s Website
ProdigyIQ Website
Matt on LinkedIn
Revitalizing US Manufacturing
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In this episode of US Manufacturing Today (powered by Veryable), host Matt Horine explains the Army’s planned “manufacturing rodeo” to stress-test the Defense Industrial Base (DIB) and Organic Industrial Base (OIB) supply chain to find where it breaks, noting most affected firms are small manufacturers. He defines the DIB and the Army’s OIB depots and describes the Army’s OIB transformation toward manufacturing, emphasizing both form one integrated supply chain. Horine outlines new federal tools and capital, including the Smaller War Plants Commission prioritizing 10 defense-critical NAICS codes and a priority processing for eligible 8(a) program applicants in those industries, plus a Pentagon Economic Defense Unit process to connect small manufacturers to SBA financing and potential equity investments. Matt also outlines a 30-day action plan to assess defense-market readiness, identify operational bottlenecks before demand surges, and build a flexible Labor Pool that can scale with production needs.
Timestamps
00:00 Welcome to the Show
00:41 Army Supply Chain Stress Test
01:22 DIB vs OIB Explained
02:32 Manufacturing Rodeo Preview
03:20 Where Operations Break
03:48 New SBA and Pentagon Tools
05:31 Platforms and Support Resources
06:47 Your 30 Day Action Plan
07:33 Flexible Labor for Surges
08:18 Final Takeaways and Wrap Up
Links
Matt on LinkedIn
Revitalizing US Manufacturing
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In this episode of US Manufacturing Today (powered by Veryable), Matt Horine speaks with critical-minerals investor and Mineral War author Tomasz Nadrowski about how manufacturers are entering an era of conflict in which security of supply overtakes lowest-cost sourcing. They discuss China’s dominance across many critical minerals, how export controls and selective restrictions can weaponize a monopoly, and why rebuilding Western midstream processing is difficult after decades of decline in US smelting and refining capacity. Tomasz explains the “car crash vs. cancer” analogy for slow-moving supply-chain dependence, highlights a byproduct pricing failure using gallium in the aluminum/bauxite supply chain, and warns against assuming suspensions of controls mean “problem solved.” He urges manufacturers to diversify away from PRC inputs, treat procurement strategically, and adopt AI on the factory floor for productivity and flexibility.
Timestamps
00:00 Podcast Welcome
00:41 Critical Minerals Threat
01:07 Meet Tomasz
02:17 Conflict Changes Manufacturing
03:49 Ten Year Planning Window
05:33 Monopoly Versus Weapon
08:41 America Midstream Gap
11:21 Car Crash Versus Cancer
14:08 Scrolling Mineral Addiction
15:48 Byproduct Pricing Failure
18:34 Reprieve And January Deadline
22:04 Sourcing Map Playbook
24:02 Capex And Cold War Opportunity
26:31 Friendshoring In Americas
27:53 One Takeaway For Leaders
29:29 Book And Where To Follow
30:42 Final Wrap And Subscribe
Links
Tomasz on LinkedIn
Mineral War on Amazon
Revitalizing US Manufacturing
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In this episode of US Manufacturing Today powered by Veryable, host Matt Horine talks with former shop-floor leader and executive coach Marilyn Rosa-Green about the “pressure paradox” in manufacturing leadership—how high performers can swing between overdrive and avoidance, often leading to burnout. Green shares how her curiosity on the production floor shaped her career and explains how lack of formal leadership training (citing 82% of managers) contributes to unhealthy pressure patterns, procrastination, perfectionism, and imposter syndrome, including avoidance of difficult feedback conversations. They discuss why AI and automation can optimize output but cannot replace human judgment and psychological safety, using an emergency stop-button example. Green offers practical first steps: slow down, get curious about resistant behaviors, consider long-term consequences, and use her Pressure Paradox assessment available on her website.
Timestamps
00:00 Welcome to the Podcast
01:23 Meet Marilyn Rosa-Green
01:47 From HR to Shop Floor
04:32 Defining Pressure Paradox
05:44 Burnout and Sustainability
08:14 Overdrive Versus Avoidance
10:52 Imposter Syndrome Explained
12:07 Feedback and Mentoring Gaps
15:58 AI and Human Judgment
18:17 Psychological Safety on Line
22:04 Spotting It in Yourself
26:00 Helping a Team Member
28:41 Pressure Paradox Assessment
30:23 Where to Learn More
30:55 Closing and Resources
Links
Marilyn’s website
Marilyn on LinkedIn
Revitalizing US Manufacturing
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In this episode of US Manufacturing Today (powered by Veryable), Matt Horine interviews Shlomo Assa, chairman, president, and co-founder of Acclaro Medical, a serial founder in the laser industry with 20+ patents whose operations ship to 60 countries. Assa explains how COVID-era supply chain disruptions showed that IP alone isn’t enough; companies that outsource turnkey manufacturing lose control of delivery, pricing, quality, and the ability to redesign around component end-of-life issues, making them “fake” companies dependent on offshore partners. He argues the recurring lesson across his ventures is urgency: when customers pay, you must be able to ship immediately or risk losing the deal. Assa distinguishes healthy, cost-neutral subcontracting of qualified subassemblies from full turnkey outsourcing, and discusses the global pricing premium and trust associated with “Made in the USA,” plus leadership and respect as keys to building strong manufacturing teams.
Timestamps
00:00 Welcome and Guest Intro
01:10 Real vs Fake Companies
01:55 COVID Supply Chain Wake Up
05:21 Ship Fast or Lose Deals
08:10 Fear of Manufacturing
10:08 Smart Outsourcing Rules
12:54 Turnkey Outsourcing Trap
16:17 Field Failures Cost More
18:07 Made in USA Premium
23:36 Quality Details That Matter
29:44 Workforce and Leadership
34:39 30 Day Fix and CI
40:35 Contact and Closing
41:15 Final Takeaways and CTA
Links
Acclaro Website
Acclaro on LinkedIn
Shlomo on LinkedIn
Revitalizing US Manufacturing
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In this episode of US Manufacturing Today (powered by Veryable), Matt Horine interviews Josh Waldron, who describes how a car accident at 15 left him paralyzed and how he chose to remove the “comfortable retreat” by destroying his wheelchair to commit to walking, shaping his approach to challenges. Josh recounts building a precision manufacturing company from a garage during the 2008 recession, learning CNC operations from scratch, driving growth through vertical integration, and turning in-house anodizing into a profit center. He explains misconceptions about needing all answers upfront, critiques “best practices,” and shares his Productive Difficulty framework and a 2x2 tool for prioritizing work. The conversation covers AI as bandwidth expansion, retention through pay, recognition, and autonomy, navigating firearms regulation, lobbying to change laws, and his book “On Choosing Hard Things,” plus a recommendation to run a cultural audit.
Timestamps
00:00 Welcome to the Podcast
00:41 Josh Waldron Intro
01:26 Accident and Resolve
05:00 Starting from Scratch
08:06 Vertical Integration Wins
11:03 Ditching Best Practices
13:27 Productive Difficulty Framework
19:56 Two by Two Priorities
22:52 AI and Bandwidth
25:56 Retention and Culture
33:50 Hard Corners Manufacturing
37:57 Changing Laws Long Game
43:25 30 Day Action Step
44:26 Book and Closing
Links
Josh’s Website
Josh on LinkedIn
Hard is Fun
Revitalizing US Manufacturing
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In this episode of US Manufacturing Today (powered by Veryable), host Matt Horine speaks with Brian Fielkow, author of Making Safety Happen, about leading safety as a leadership discipline and enterprise risk issue. Fielkow lays out why safety must function as a non‑negotiable core value that never competes with production pressure, and how boards and executives ultimately shape safety outcomes through the behaviors they reward, tolerate, or ignore. The conversation explores how fast‑growing operations can scale without sacrificing stability by balancing offense and defense, how frontline leaders drive real cultural change, and how applying Just Culture helps organizations distinguish honest mistakes from reckless choices while preserving accountability and trust.
Timestamps
00:00 Podcast Intro
02:03 Safety as Core Value
04:39 Retiring the Word Accident
06:43 Boards Own Safety
11:51 Scaling Without Breaking
15:39 New Leader First 90 Days
18:33 Gold Letter Engagement
21:49 Safety Committees Done Right
23:45 Psychological Safety on Floor
26:48 Process Over Paperwork
30:56 Just Culture Accountability
35:14 Protecting Everyone On Site
38:37 30 Day First Step
41:56 Podcast Outro
Links
Brian’s Website
Brian on linkedin
Making Safety Happen on Amazon
Revitalizing US Manufacturing
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In this episode of U.S. Manufacturing Today (powered by Veryable), host Matt Horine interviews Chris Hale, founder and CEO of Klear, about how reshoring and rapid scaling compress timelines and expose a mismatch between fast-moving factory operations and slow, backward-looking traditional banking. Hale explains that step-change growth driven by aerospace, defense, energy, and other demand can break order-to-cash cycles, stressing suppliers, buyers, and internal coordination, and argues this is an operational risk shared by plant managers and finance.
Timestamps
00:00 Podcast Intro
00:41 Reshoring Speed Crunch
01:52 What Breaks First
04:05 Banks Versus Step Change
05:58 Relay Race Capital Flow
08:52 Origins In Global Supply
12:07 Building Klear Platform
13:33 Critical Minerals Finance
17:14 Geopolitics And Small Suppliers
22:58 Right Sized Capital
27:58 Back Office Fix
31:38 Series A Update
32:53 30 Day Action Advice
34:24 Where To Find Klear
35:00 Podcast Outro
Links
Klear Website
Klear on LinkedIn
Chris on LinkedIn
Forbes Article
Revitalizing US Manufacturing
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In this episode of U.S. Manufacturing Today (powered by Veryable), host Matt Horine interviews Roei Ganzarski, CEO of Alitheon, about the trillion-dollar global problem of counterfeiting and gray-market fraud and why it is a safety and national security issue in industries like aerospace, automotive, and healthcare. Ganzarski shares examples including end-of-life aircraft engine parts sold as new and fake titanium used in aircraft, and explains Alitheon’s FeaturePrint technology, which authenticates individual items using standard cameras by capturing unique, random manufacturing “tolerance” features to create a digital fingerprint with zero false positives.
Timestamps
00:00 Podcast Intro
00:41 Counterfeit Crisis
01:44 Fraud and Gray Market
04:21 Career Path to Alitheon
09:11 Aerospace Scandals
11:44 FeaturePrint Explained
18:15 Why Labels Fail
23:48 Wear and Tear Handling
28:03 New Manufacturer Promises
28:59 Camera Based Traceability
29:17 Warranty Return Fraud
32:15 Fingerprinting Against Fakes
35:29 Supply Chain Risk Trends
38:13 Supplier Competitive Edge
40:04 EV Battery Safety Risks
43:10 Compliance Beyond QR Codes
44:30 Blockchain Physical Gap
47:28 Proxy On Proxy Failures
51:10 30 Day Action Plan
52:56 Pilot And Production Setup
55:19 Traceability For QA Recalls
57:44 Podcast Outro
Links
Alitheon Website
Alitheon on LinkedIn
Roei on LinkedIn
Revitalizing US Manufacturing
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In this episode of U.S. Manufacturing Today (powered by Veryable), host Matt Horine challenges the common claim that America has a labor shortage, arguing instead that the real problem is a shortage of incentives, reward, and ownership in tackling productivity. He says true labor scarcity would force wages up, yet manufacturing wages have barely risen in real terms for decades, while only genuinely scarce skilled trades show meaningful wage acceleration. Horine also questions the credibility of jobs data, citing large downward revisions to non-farm payrolls, and argues many “unfilled roles” are actually utilization and demand-forecasting issues on the shop floor. He proposes measuring labor by output rather than headcount, building more flexible labor capacity and output-based pay, and contends that relying on imported labor or visa programs suppresses wage signals. He points to new SNAP work requirements reducing benefit rolls by 5.3 million as evidence that participation responds to incentives.
Timestamps
00:00 Podcast Intro
00:41 Labor Shortage Myth
02:52 Meritocracy Reframed
04:11 Jobs Data Reality Check
05:06 Wages and Skill Signals
06:14 Headcount vs Output
07:31 Flex Labor Playbook
08:18 Cheap Labor Hypocrisy
09:54 SNAP Experiment Evidence
11:13 Real Fix and Wrap-Up
13:25 Outro and Resources
Links
Matt on LinkedIn
Revitalizing US Manufacturing
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