Just Some BS
Just Some BS is where industrial leaders talk about what actually breaks when companies scale.
Hosted by Brandon Stanchock, CEO of an industrial construction company, this show challenges the myths industrial businesses tell themselves about control, accountability, and growth.
Because most industrial companies don’t struggle from lack of talent, they struggle with a lack of clarity.
And when clarity is missing, leaders tighten control instead of fixing the real issue.
This is not a generic leadership podcast.
It’s for operators responsible for execution — the ones dealing with scope definition, contract expectations, field-office tension, margin pressure, and modernization decisions that carry real risk.
Expect:
• Solo breakdowns of operational friction
• Honest discussions about leadership under pressure
• Execution failures that teach more than wins
• Accountability without control theater
• Conversations with industrial operators and subject-matter experts
If you lead in construction, fabrication, industrial services, or execution-heavy environments — this show is built for you.
No fluff. No buzzwords. Just real operational leadership.
Just Some BS
Manufacturing AI That Actually Works: 7 Tools to Save Hours (w/ Adam Marsh)
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How do you take a solid ISO shop and make it faster, smarter, and easier to run—without ripping out your ERP? Adam Marsh (President, Ledge Inc.; founder, 80/20 Quality) joins Brandon to share a no-hype playbook for practical AI in manufacturing: secure models, simple automation, and quality workflows that actually ship more good parts.
In this episode you’ll learn:
- Where the real waste hides: why the floor is fine—and the back-end admin is bleeding cash (POs, certs, contracts, first-article packages).
- 7 AI tools that already work in a job shop:
- Weld-photo check that flags defects and explains confidence scores,
- RCA assistant (brain-dump ➜ fishbone ➜ 5 Whys ➜ corrective actions),
- Material-cert auto-review against spec,
- Contract/flow-down checker mapped to your QMS,
- PO-to-PO diff to catch line-item changes instantly,
- Proposal builder for same-call quotes,
- “What-if” scheduling & 13-week cash-flow sensitivities.
- Secure by design: SOC-2, no model training on your data, and picking the right model (not just one chatbot) per use case.
- Team-based incentives > heroics: how a “craftsman bonus” crushed rework and boosted throughput.
- Data before ‘AI’: simple standards, clean inputs, and crawl-walk-run rollouts that earn trust on the floor.
- CMMC, PPAP, FAI, AS/ISO—without the chaos: get deliverables right upfront so you pass first time and get paid sooner.
If you’re a CNC, fab, or industrial shop juggling certs, submittals, and schedules, this conversation gives you a field-tested starting list you can deploy next week—no rip-and-replace required.
📣 Episode Spotlight — Ledge Inc. & 80/20 Quality
Want AI that’s actually usable on the shop floor? Ledge Inc. implements quality systems (ISO/AS), fractional quality leadership, and a secure, multi-model AI workspace for cert checks, contract reviews, PO diffs, scheduling scenarios and more. Pair it with 80/20 Quality to capture error data at the source and fix the 20% that causes 80% of pain.
🎙️ Like what you heard?
This podcast is just one part of the Just Some BS universe.
Follow host Brandon Stanchock for weekly BS-free takes on leadership, personal growth, company culture, AI, gaming, and more.
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