BREAKING · Ali Raza puts supply chains on autopilot ThroughPut.ai reads ERP, MES & SCADA to find the one bottleneck that matters · $25 TRILLION wasted in global supply chains every year · Penn engineer → war-zone logistics → AI founder · Patented bottleneck detection · users include TSMC & Oppo · BREAKING · Ali Raza puts supply chains on autopilot ThroughPut.ai reads ERP, MES & SCADA to find the one bottleneck that matters · $25 TRILLION wasted in global supply chains every year · Penn engineer → war-zone logistics → AI founder · Patented bottleneck detection · users include TSMC & Oppo ·
The Profile · Operator

Ali Raza

He found his life's work in a college engineering class: every system has one bottleneck that governs all the others. Then he spent a career proving it - on oil rigs, in factories, and now in code.

Ali Raza, founder and CEO of ThroughPut.ai
Ali Raza - the man who would rather fix the constraint than admire the dashboard.
8
Countries On The Ground
50+
Industrial Clients Served
$25T
Annual Supply Chain Waste
~$10M
Raised For ThroughPut

The bottleneck hunter

Ali Raza runs ThroughPut.ai, a Palo Alto company with a stubborn, simple idea: in any factory or supply chain, exactly one thing is the limit. Find it, fix it, and everything downstream moves. Miss it, and you are polishing parts of the machine that were never slowing you down.

The company calls it decision intelligence. Engineers call it the Theory of Constraints. Raza calls it a day at work. ThroughPut's software, named ELI, plugs into the data a company already has - the ERP, the MES, the warehouse and transport systems, the SCADA feeds humming on the plant floor - and tells operators where the real chokepoint is hiding. Not a dashboard of everything. A pointer at the one thing.

It is a narrow promise, and Raza likes it that way. He has said the goal is to deliver value to sales and operations teams "in as early as a week," and that companies should "take a problem-solving-first approach rather than a marketing-first approach." For a category that loves its buzzwords, that is almost rude.

ThroughPut.ai will be the most influential technology company for industrial boards, CEOs, and shareholders to turn around their business performance starting with the supply chain.
Ali Raza, on the company's ambition

A senior design class, and a habit that stuck

Raza studied chemical and biomolecular engineering at the University of Pennsylvania, earning both a bachelor's and a master's. The turning point was not a startup or a mentor. It was a senior process-design class, where he first watched how a single bottleneck dictates the output of an entire system. He kept pulling the thread as a graduate teaching assistant, and never really stopped.

He joined his first tech startup while still an undergraduate. But before he wrote software for industry, he went and lived inside it.

FILED UNDER: One idea, carried for fifteen years, from a classroom whiteboard to a patent filing.

Onshore, offshore, and a war zone

At Schlumberger, the oilfield-services giant, Raza worked field operations across eight countries as a hydraulic fracturing engineer and manager. He became one of the youngest leaders in its Geomarket Production Services group, pioneering three projects and serving more than fifty industrial clients. His production teams were responsible for billions of dollars of hydrocarbon output flowing into the global economy.

He managed batch, continuous, and discrete manufacturing. He ran logistics onshore, offshore, and in places where "supply chain disruption" was not a slide in a deck. His last operational posting was geomarket manager of Yemen in 2015, during the Houthi takeover of the government. When he talks today about the fragility of supply chains - the Red Sea, the chokepoints, the cascading delays - he is not theorizing. He was there when the trucks stopped.

We eliminate one global bottleneck after another.
Ali Raza, on the mission

Cash you already own, hiding in plain sight

Raza's pitch starts with a number that makes boards sit up: roughly $25 trillion wasted across global supply chains every year. Not in someone else's company - in yours. Excess inventory, idle capacity, the order that sat three days too long. ThroughPut's argument is that the fix is rarely more spend. It is sequence. Move the right thing first.

The platform's bottleneck-detection method is patented, and Raza has noted that companies like TSMC and Oppo are among its users. He is also a sharp observer of where the world actually is on this: by his read, Asia runs about a decade ahead of North America on supply chain data readiness. The future, he implies, is already shipping - just not evenly.

What ELI plugs into
ERP MES WMS TMS SCADA PLC IMS CRM / POS

A systems thinker with a straight face

There is a particular kind of founder who is allergic to noise, and Raza fits the type. The work is not glamorous - reading machine logs, untangling enterprise data nobody enjoys touching - but it is honest. He frames his life's project plainly: eliminate one global bottleneck after another. And when he reaches for the size of the ambition, he half-jokingly points past Earth, talking about optimizing supply chains that "extend to Mars."

It is a good tell. The man who spent 2015 watching a country's logistics seize up is also the one cheerfully sketching interplanetary freight. Both things are true. That gap - hard-won realism on one side, almost absurd optimism on the other - is where the interesting founders tend to live.

Don't show me the data. Show me the move.

Most supply chain software hands you a wall of charts and wishes you luck. Raza's bet is the opposite: that operators do not need more visibility, they need the single next action - which bottleneck to clear, in what order, for the most cash. It is the Theory of Constraints, dressed for the AI era and aimed at the people who actually sign for inventory.

The unglamorous truth underneath is that the answer is usually already in your systems. ThroughPut just goes and finds it.

Supply chain decision intelligence Bottleneck management system Theory of Constraints Industrial AI Made for CXOs
Take a problem-solving-first approach rather than a marketing-first approach.
On building logistics tech
Asia is roughly a decade ahead of North America on supply chain data readiness.
On where the world actually is

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