Experience & Evidence: Mohammed Al-Mashraie | Navolon

Experience & Evidence

Supply chains fail. Key people leave. Rules change mid-crisis.
I build the systems that hold through all three.

For over a decade I have kept complex organizations running under strain, across state government, pharmaceutical manufacturing, oil and gas, telecommunications, healthcare and Big Four advisory. The hardest test came in 2020: 488 staff redeployed in four months, $50 million in federal funding captured under rules written mid-crisis, and a supply line rebuilt when it failed outright, while the institution never closed for a day.

Navolon brings that engineering discipline to GCC businesses facing the same three pressures today. The eight modules of the GCC Business Resilience Program are that discipline written down.

$1.5B
in government grants audited across 10,000 applicants, with findings that changed state reporting
KPMG US · 2023
$500M
in data integrity issues found and resolved for a Fortune 100 pharmaceutical manufacturer
KPMG US · 2022
54
industrial sites audited for safety for a Kuwaiti oil company, as instability began in the country where they are located
Jannah Hunt Oil · 2014
488
staff redeployed in four months during a crisis, with the institution open throughout
Albany Med · 2020

Two kinds of evidence, kept separate.

Part of this record is direct crisis work: an organization under an existential shock, with me building the systems that kept it running. The rest is operational engineering in stable conditions. Both matter to a resilience engagement, but they prove different things, and presenting them as one would undermine everything else on this page.

Crisis-tested
Work done under an existential shock
No option to pause, incomplete information, and deadlines set by events rather than by a plan.
54 sites
audited for safety and compliance for a Kuwaiti oil company, as instability began in the country where they are located. Jannah Hunt Oil · 2014
488
staff redeployed across departments in four months, with federal tracking built in parallel and the institution open throughout. Albany Med · 2020
$50M
in federal funding captured by turning regulation written mid-crisis into working policy and evidence fast enough to qualify. Albany Med · 2020
2,000/day
mask reprocessing throughput, rebuilt from collection to delivery when the supply chain failed with no lead time. Albany Med · 2020
1.6M
vaccine doses allocated across a region against hard cold-chain limits and a demand forecast that changed weekly. Albany Med · 2021
The engineering underneath
The discipline that makes crisis work solvable
Not crisis work. The modeling and measurement that let you act fast when the crisis arrives.
$1.5B
in government grants audited across 10,000 applicants, with three findings that changed state reporting. KPMG · 2023
$500M
in data integrity issues found, confirmed and resolved for a Fortune 100 pharmaceutical manufacturer. KPMG · 2022
1M
customer records modeled for churn and retention, producing four specific commercial actions. Infosys · 2015-16
$2.1M
a year in operating room savings, with first-case on-time starts up from 70.6% to 79.9% across 33 rooms and no capital spend. Albany Med · 2018
72 → 0
recurring ICU bloodstream infections, eliminated over one year through analytics and process redesign. Albany Med · 2017

You can't build a thirteen-week cash model under pressure if you have never built a model, or map supply chain dependencies in a week if you have never mapped a process. The right-hand column is the toolkit. The left-hand column shows it holding under pressure.

Which of these is true in your business this quarter?

Eight situations GCC business leaders are dealing with right now. Choose the one closest to yours to see the pattern underneath it, where the same problem has been solved before, and the module that builds the document to fix it.

Built for how GCC businesses actually work.

Most resilience material available to Gulf business leaders was written for North American or European conditions and lightly adapted. It misses what decides whether a GCC business gets through a disruption: concentrated shipping routes, expatriate workforce mobility, family ownership, and banking relationships that work differently from what those frameworks assume.

Language
Native Arabic and professional English. Delivery, documents and difficult conversations in either language, including the board conversation, which in many family businesses happens in Arabic.
Regional operations
Safety and compliance auditing across 54 industrial sites in 2014 for a Kuwaiti oil company, as instability began in the country where the sites are located.
Concentration risk
Many GCC businesses carry a large share of revenue in a handful of clients and single-source their critical inputs. Continuity frameworks written for diversified markets assume a spread that often doesn't exist here.
Workforce mobility
When uncertainty rises, the most capable expatriate staff leave first because they have the most options. In this region, retention is a communication and meaning problem before it is a pay problem.
Ownership structure
Family principals protect a business and a legacy at the same time, often across several operating entities with informal governance. Crisis decisions run through relationships more than org charts.

Most of this work happened where complexity and pressure meet.

Two things make an operational problem hard: how complicated the organization is, and how much pressure it is under while you fix it. Process consultants usually work in calm, contained settings. Crisis responders usually work in simple, urgent ones. Plotting the engagements in this record shows a concentration in the corner where both are true, which is where many GCC businesses are in 2026. Select any point.

Complex and under pressure Other engagements

Scores are my own assessment. Complexity reflects scope: the number of sites, departments, entities or stakeholder groups involved. Pressure reflects operating conditions at the time, from stable improvement work to active crisis with no option to pause.

Six industries. One method. Eight documents you keep.

The usual objection to cross-sector experience is that it doesn't transfer, and that a hospital result says nothing about a trading company. What changes between sectors is vocabulary, regulation and stakeholder politics. What stays the same is the question underneath: where is the exposure, where is the constraint, and how does it fail? The program applies the same five-step method to your business and produces eight documents you own. Hover over a sector to trace the path.

Six sectors
Industrial & energyGovernment & publicPharmaceuticalTelecommunicationsTechnologyHealthcare systems
The same five steps
  1. Measure the real current state
  2. Model the options before committing
  3. Redesign the process itself
  4. Build the system that runs it
  5. Hand it to a named owner
Eight documents, four families
  • Leadership & exposureCharter · Vulnerability Map
  • Financial control13-week cash model & triggers
  • Operating continuitySupply chain plan · People playbook
  • Position & communicationCustomer · Stakeholder · Recovery

An operating theater is a work center with a changeover problem. A sterile processing department is a reprocessing line with a yield problem. A grant program is a high-volume transaction pipeline with an integrity problem. A GCC trading company facing a closed shipping lane is a supply chain with a single point of dependency. The vocabulary changes. The engineering stays the same.

Several of these removed the problem entirely.

Reducing a recurring failure by thirty percent gives you a better average. Removing it means the failure mode is gone, and the capacity spent managing it is released for good. That is the standard the program's deliverables are built to.

What stays behind when the advisor leaves.

The usual complaint about advisors is that nothing holds: the deck arrives, the advisor leaves, and within two quarters the organization drifts back. Every engagement below ended with a system someone else runs, whether a dashboard, a daily management routine, a deployed model or a trained team. The program works the same way. You finish with eight documents your own people maintain.

500+
professionals trained in problem-solving and data analytics
10+
lean black belts graduated through live improvement projects
70
colleagues mentored directly on active engagements
25
facilitators onboarded and supervised
98%
rounding completion sustained over two years, 680 rounds
14
reporting processes automated and handed over running

I have built and delivered training programs like this before.

The program is a training product, and training is a different skill from consulting. Plenty of capable advisors can't pass on what they know. Here are three settings and three very different audiences, with one structure underneath: defined modules, a real project, formal assessment, and a named person who carries the work forward afterward.

2021 · Hospital residency program
"Promoting Resilience in Residency Training"
Co-presented at a clinical conference in November 2021. About fifteen curriculum hours covering Lean fundamentals, data analytics, Training Within Industry (job instruction and job relations) and Lean leadership, behind a formal credential that required a live improvement project, a system case review, an external presentation, and recruiting a successor into the program.
What it proves: two of the physicians I trained presented their own projects alongside me. One redesigned specimen processing. The other rebuilt the blood transfusion ordering chain after interviewing the nurses and blood bank staff himself.
2023-2025 · Break Through Tech at MIT
AI Mentor and Advisor
Break Through Tech at MIT is an MIT-hosted program run out of the MIT Schwarzman College of Computing. I advised data science teams on applied AI, operations, technical direction, project scoping and professional development, across work with 11 organizations.
What it proves: the same training structure working entirely outside healthcare, with technical teams rather than clinicians, and with scoping and adoption as the subject rather than clinical process.
2021-2023 · KPMG US
Built and led a team of 11 data scientists
A $1.7M budget and a mandate to develop capability, not just deliver through people. Gold Award in 2022 and Platinum Award in 2023, both earned in a commercial setting where every hour spent training is an hour not billed to a client.
What it proves: capability building that passed a Big Four profit-and-loss test, which is the test any method has to pass to be worth transferring.
A note on lineage

Training Within Industry, the method behind that first program, was developed by the US government in 1940 to get replacement workers productive quickly during wartime labor shortages. It was built for conditions many GCC businesses recognize today: experienced people gone, standards that still have to hold, and no time for a normal training cycle. I hold TWI Institute certifications in all three of its core programs, Job Instruction, Job Relations and Job Methods.

Three formats. The same eight documents.

All three formats cover the same eight modules and produce the same eight assessed deliverables. What changes is how much support and accountability you want while you build them.

Signal
USD2,450
per participant · one-time · start today
Self-paced · eight modules, eight assessed deliverables, certificate. Every workbook and assessment tool, written assessor feedback on each deliverable, and twelve months of access. The certificate requires 6 of 8 assessed deliverables.
Enroll in SIGNAL
Founding cohort
Shield
USD7,500
per seat · 4 to 8 leaders · starts Thursday 18 March 2027
Everything in SIGNAL, plus eight weekly live sessions, a small cohort of GCC leaders working through the same conditions, live review of every deliverable, and hot-seat problem solving on your own business challenge. Applications close Thursday 4 February 2027.
Apply for the founding cohort
Stronghold
USD15,000
per month · three-month minimum
SHIELD seats for up to three team members, plus dedicated advisory built around your business, weekly one-to-one strategy sessions, and direct support with board and investor communication.
Explore STRONGHOLD
Not sure where to start? The free GCC Operational Resilience Diagnostic takes 8 minutes and shows where your gaps are. Compare formats in full →

Each of these is common. Together, they are rare.

A doctorate in industrial engineering. Big Four advisory experience. Years operating inside an institution rather than consulting to one. Native Arabic alongside professional English. None of these is rare on its own. Held by one person, they are the reason for the call.

Doctor of Philosophy
Industrial and Systems Engineering
State University of New York at Binghamton · 2021
Comprehensive Emergency Department Operational Analysis using Machine Learning, sponsored by Albany Medical Center. Developed a new ensemble deep learning technique that outperformed benchmark models in 78% of tested applications.
Master of Science
Industrial and Systems Engineering
State University of New York at Binghamton · 2016
Simulation-Based Evaluation of No-Show Prediction Using Deep Learning Neural Networks
Bachelor of Science
Industrial Engineering
Jordan University of Science and Technology · 2014
Lean Six Sigma and Discrete Event Simulation to Improve Patient Discharge Time, King Abdullah University Hospital
KPMG Platinum Award 2023 KPMG Gold Award 2022 Break Through Tech at MIT · AI Mentor and Advisor, 2023-2025 Lean Black Belt TWI Institute certified (JI, JR, JM) Arabic (native) · English (professional)
Method certifications
Lean Black Belt2017
Training Within Industry: Job InstructionTWI Institute
Training Within Industry: Job RelationsTWI Institute
Training Within Industry: Job MethodsTWI Institute
Lean Green Belt2016
Innovation Engineering2016
Lean Six Sigma Green Belt2015
Selected from 13 peer-reviewed publications
2020
Customer Switching Behavior in Telecom via Push-Pull-Mooring FrameworkJournal
Computers & Industrial Engineering
2019
Patient Leave Without Being Seen Behavior AnalysisConference
HILNNY Annual Conference
2017
No-show Prediction Using Deep Learning Neural NetworksInvited
IISE Annual Conference, Pittsburgh
2017
Designing an Extended Stay Unit Using SimulationConference
ISERC Proceedings
2016
Customer Churn Prediction in Telecommunication IndustryConference
ISERC Proceedings, Anaheim

Every figure on this page, with its source.

Each number used on this page appears below with what it measures and where it comes from. Where the record holds two versions of a figure, the lower, better-supported one is shown. Results from Navolon's GCC work will be added as they are published, starting with the founding cohort in 2027.

FigureWhat it measuresWhere and when
54 sites / −28%Facilities audited for safety compliance, and the incident rate reduction achievedCrisisJannah Hunt Oil (Kuwaiti company), 2014
488Staff redeployed across departments in four months, with federal tracking built in parallelCrisisAlbany Med, COVID-19 response, 2020
$50MCARES Act federal funding captured through compliance infrastructure built mid-crisisCrisisAlbany Med, 2020
2,000/dayN95 reprocessing throughput after redesign, doubled during supply chain failureCrisisAlbany Med, 2020
1.6MVaccine doses planned and allocated across a region within cold-chain limitsCrisisAlbany Med, 2021
$500MData quality issues identified and confirmed (12 findings), with pipeline audit and redesign directedEngineeringKPMG US, Fortune 100 pharmaceutical, 2022
$1.5BGovernment grants audited across 10,000 applicants, with 3 confirmed findingsEngineeringKPMG US, State of Florida, 2023
1,000+ hrsHours saved each week through generative AI and NLP document searchEngineeringKPMG US, enterprise engagement
+18%AI risk prediction model performance, with user adoption barriers resolvedEngineeringKPMG US, Fortune 500 financial services
1MCustomer records used to build and validate a churn prediction model, with 4 insights deliveredEngineeringWatson Institute / Infosys, 2015-16
72 → 0Central line-associated bloodstream infections in the medical ICU, eliminated over one yearEngineeringAlbany Med Health System, 2017
$2.1M / yrOperating room savings, with first-case on-time starts up from 70.6% to 79.9% across 33 rooms in six monthsEngineeringAlbany Med Health System, 2018
−21%Missing surgical instruments in sterile processing, with $57K recovered within three monthsEngineeringAlbany Med, technical report, 2020
+61%Trauma patient satisfaction, from defining and monitoring clinical KPIs over one yearEngineeringAlbany Med Health System
−28% / +15%Contact center call handling time reduced and first-call resolution improvedEngineeringAlbany Med Health System
+67%Resource utilization from allocating a contested 18-bed space between two departmentsEngineeringAlbany Med Health System
$1.3M+Automation savings across 14 reporting processes over three yearsEngineeringAlbany Med Health System
78%Share of applications in which a new ensemble deep learning technique beat benchmark modelsEngineeringDoctoral research, sponsored by Albany Med
$1.7MBudget under direct management, leading a team of 11 data scientistsCapabilityKPMG US, 2021-2023
500+ / 10+ / 70Professionals trained, lean black belts graduated, colleagues mentoredCapabilityAlbany Med Health System, 2016-2022
25 / 98%Facilitators onboarded and supervised; rounding completion sustained over 680 roundsCapabilityAlbany Med Health System

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