Founding Cohort 01 · Starts Sat, Sept 19, 2026 · Live & Virtual · Evenings AST

Become the engineer who
ends recurring failures.

A 6-week live cohort teaching structured problem solving that eliminates failures holistically — so they never come back. Forged on hyperscale AI fleets, semiconductor fabs, and automotive lines; built for any industry where failures repeat.

For engineers & technical leads in Saudi Arabia and the GCC — oil & gas, petrochemicals, manufacturing, utilities, data centers, telecom, EV, logistics. If your operation fixes the same class of failure twice, this cohort is for you.

// 20 seats · Founding price locked for testimonial partners · Employer reimbursement packet included

// Direct access to a Silicon Valley engineering leader

Adnan Chowdhury
World's Top Hyperscaler · NXP Semiconductors · Continental
Six Sigma Black Belt — Practitioner & Instructor · MS Electrical Engineering · Silicon Valley
Leads hardware quality & reliability for AI data center fleets at one of the world's top hyperscalers — hundreds of millions of units in deployment.
Nearly a decade at NXP & Continental — Principal Quality Engineer & Senior Quality Manager across fabs, supplier chains, and automotive lines, including serving as a Six Sigma instructor training engineers at NXP.
Not a career trainer — every method in this cohort was built under real operational pressure, where a missed root cause meant direct revenue impact.
Relocating to Saudi Arabia in 2026 — bringing Silicon Valley operational discipline to the Kingdom's industrial and AI buildout.
This is direct access, not a recording. Weekly office hours are open-format — bring your failure, your career question, or the executive brief you're stuck on. This is time with a leader who runs investigations at the top of the industry, in a room of 20.

// The method's field results — every case had already been worked by capable teams

// Semiconductor +2% Yield recovered permanently
// Semiconductor 90% defect reduction
// Data Center 50% MTBF fleet improvement
// Automotive Tier 1 10% PPM field failure reduction

The industry doesn't matter. The failure changes — the investigative method doesn't.

Close the Failures That Slow the Kingdom Down.

Vision 2030 means new fabs, giga-projects, EV lines, refineries, and AI data centers — all at once. Recurring failures are the hidden drag on every expansion. Engineers who prevent them — and permanently eliminate the ones that slip through — remove the obstacles in the buildout's way. That skill set is the scarcest resource in the Kingdom, and the biggest career opportunity in it.

// Oil, Gas & Process

Stop treating alarms as random noise. Separate normal variation from true excursions — and eliminate chronic unit trips and shutdowns instead of resetting them.

// Data Centers & Telecom

The Kingdom is deploying hyperscale AI infrastructure. Move from reactive firefighting to predictive quality across thousands of deployed nodes.

// Manufacturing & EV

New lines and product launches are where known defect classes escape. Protect launches, cut scrap and rework, and carry every lesson forward into your risk registers.

// Any Operation Where Failures Repeat

Utilities, logistics, aviation, medical devices, construction — the method is industry-agnostic. If something breaks, gets "fixed," and breaks again, the same three questions close it: what happened, why didn't we catch it, and why was it possible at all.

The Method You'll Master

A closed-loop system — every resolved failure feeds back into the FMEA, hardening future designs automatically.

FAULT DYNAMICS FRAMEWORK loop closed 01 FMEA Did we anticipate this? 02 Deep Problem Characterization What, when, where & how much 03 Hypothesis Analysis Generate & filter all causes 04 Causal Confirmation Test remaining hypotheses down to 1–2 05 3D Root Causing Fix occurrence, non-detection & system 06 Predictive Analytics Early warning before next failure

// The full loop with every underlying tool, print-ready. Drop your email and it's yours.

What You'll Master — Week by Week

6 weeks · live sessions + office hours, evenings AST · full template suite included · no software required

Wk 0

Quality Essentials Primer (Self-Paced)

No stats background? Start here — the working fundamentals, without academic fluff:

  • Populations & inference · normal distribution · mean, median, standard deviation, variance
  • Comparative analysis — ANOVA & proportions tests · hypothesis testing
  • Pareto principle · sources of variation (SOV) · correlation & regression
Wk 1

Risk Anticipation & Dynamic FMEAs

  • What an FMEA actually is, and why it's the backbone of permanent fault control
  • How to build a good one — failure modes, severity, occurrence, detection
  • How to keep it alive: updating it with every closed investigation instead of letting it rot in a compliance folder
Wk 2

Deep Problem Characterization

  • Contain first — protect the customer, then investigate. And before trusting any data: sanity-check the measurement
  • Define the failure precisely: what, when, where, and how much
  • Map the failure's boundaries across time, location, and batch — where it is and where it isn't
  • Build the characterization that makes the root cause findable instead of guessable
Wk 3

Hypothesis Analysis — The Fact–Theory Matrix

  • Convert observations into quantifiable facts — the raw material of a real investigation
  • Build the fact–theory matrix: test every candidate root cause against every fact
  • Go from many possibilities to one or two survivors — deduction, not guesswork
Wk 4

Causal Confirmation & Root Causing Across Occurrence, Non-Detection & Systemic

  • From the 2–3 causes that survived the fact–theory matrix, reproduce the failure on demand — modulate the suspect factor (basic DOE); when reproduction isn't possible, converge with statistical evidence at scale
  • Then run the 3-legged 5-Why across all three dimensions:
  • Occurrence — why it happened
  • Non-Detection — why nothing caught it
  • Systemic — why it was possible at all, including organizational causes: schedule pressure, bypassable steps, culture
  • Close all three legs — this is why failures you close stay closed
Wk 5

Predictive Analytics — Closing the Full Loop

  • Verify the fix held — before/after evidence over a sustained window, not a one-week victory lap
  • Anomaly detection and SPC as predictive methods — see the next excursion coming before it propagates
  • Feed everything you confirmed back into the FMEA from Week 1 — hardening the system against the entire failure class
  • This is the green arrow in the framework: loop closed
Wk 6

Capstone — Your Case & the Executive Story

  • Bring an ongoing failure from your own operation and work it through live, directly with Adnan
  • Executive storytelling: condense everything — problem, root cause, corrective actions — into a story leadership acts on
  • Leave with your case advanced and a brief you could present the following week

The six weeks mirror the framework exactly — FMEA to predictive analytics and back. One full loop, run on real problems including yours.

Proven in the Field — A Few Examples

A few investigations from the instructor's career. You don't need to know these industries — in every case, a capable team had already "fixed" the problem, and the method found what was still open. The pattern is what transfers to yours.

// Case 01 — New Technology Launch · Semiconductor

A Make-or-Break Product Launch Blocked by a Recurring Defect

A brand-new technology was six months from its qualification deadline with a chronic defect no one had cracked. Instead of more trial-and-error, the failure was systematically characterized — exactly where it appeared, when, and how much — and controlled testing confirmed the true mechanism: a routine process step far upstream was quietly creating the conditions for the defect. One recipe correction eliminated it permanently.

// The universal pattern: the cause sat two steps upstream of where everyone was looking.

// Result

90%

particle reduction

// Deliverable

On Time

qualification — and every NPI behind it

// The method behind these cases — the full loop with every underlying tool, print-ready.

What Makes This Cohort Different

Dimension Typical Certification Course Fault Dynamics Cohort
Approach Generic slides and abstract theory with no operational translation Live case work — including a real failure from your own operation
Tools Requires proprietary software your employer may not own Software-free — full framework templates provided, yours to keep
Outcome A certificate PDF and notes you'll never open again A repeatable method, a solved problem, and a C-suite-ready brief format
Instructor Career trainer who has studied the frameworks Engineering leader who ran these methods on hyperscale fleets and fabs — live, every session

In Their Own Words

"
Adnan consistently raises the bar for quality by bringing extraordinary energy, intensity, and operational rigor to every project he undertakes. From the earliest stages of technology and product introductions, he establishes a pace and standard of execution that elevates everyone around him. What sets Adnan apart is his rare ability to channel that intensity in a way that draws people in rather than pushes them away — creating alignment, enthusiasm, and shared ownership across teams.

He is a master at challenging entrenched engineering assumptions while remaining deeply collaborative, earning the trust and respect of senior engineering leaders across multiple partner organizations. His hands-on leadership style goes far beyond ensuring compliance or process adherence; he knows that the right behaviors deliver the best results. Adnan drives teams to embrace a culture of disciplined root cause analysis and execution. The result is not only better outcomes, but stronger organizations that operate with greater rigor, accountability, and confidence.

Joyce Witowski

Senior Director of Manufacturing Quality · Top Global Chip Manufacturer

// What you're really buying

The Method

The closed-loop framework and full template suite — a repeatable system you keep for the rest of your career. No software required.

The Practice

You bring a real failure from your own operation and work it live during the cohort — you leave with it characterized, not with theory notes.

The Access

Weekly direct time with a Silicon Valley engineering leader — during the cohort and for a full month after, so your real industry issue gets worked to closure, not dropped at graduation.

Founding Cohort — 20 Seats

SAR 1,900 SAR 5,600

// Founding price — in exchange for your honest testimonial

  • 6 weeks of live instruction (evenings, Saudi time)
  • Weekly live office hours — direct, unscripted access to a Silicon Valley engineering leader
  • +1 month of weekly office hours after the cohort ends — keep working your real, live industry issue with Adnan until it's driven to closure
  • Module 0 primer — no statistics background required
  • Complete ready-to-use template suite — yours to keep, no software needed
  • Your own live problem characterized during the cohort
  • Certificate of completion + alumni community
  • Employer reimbursement packet — a ready-made COPQ/downtime justification memo for your HR training budget. Most employers sponsor this course.

// No payment now. Reserve → short call with Adnan → invoice to confirm your seat.

Not Sure Yet? Book a Free 1:1 Intro Call.

30 minutes, one-on-one, directly with Adnan. Bring your questions or a failure you're fighting; get a walkthrough of the cohort structure and an honest answer on whether the method fits your work. No pitch pressure.

// Not ready for a call? — no booking needed. Or if no listed time works, and Adnan will find a time with you.

Straight Answers

"Will my employer pay for this?"

Very often, yes. The course is positioned around reducing cost of poor quality and downtime — exactly what professional development budgets exist for. Every enrollee gets a ready-made justification memo to hand to their manager or HR.

"I don't have a Six Sigma or statistics background."

That's what Module 0 is for. If you're an engineer or technical lead who deals with things that break, you have the prerequisites.

"How is this different from a certification course?"

No theory decks, no exam cram. You work real failure cases — including one from your own operation — with the engineer who ran these investigations at hyperscale. You leave with a method and templates, not just a certificate.

"What's the time commitment?"

Two evenings per week (live session + optional office hours), Saudi time, for 6 weeks — designed for working engineers. Sessions are recorded if you miss one.

"Is it in English or Arabic?"

Live instruction is in English — the working language of most Saudi engineering organizations. All templates are jargon-light and immediately usable in bilingual workplaces.

20 Seats. One Founding Price. Never Again.

// Cohort 01 begins Saturday, September 19, 2026