Los Angeles, California, 22nd July 2026 — Niraj Jha, Senior Director of Logistics at Niagara Bottling LLC, the largest privately held beverage company in the United States, has released From Engines to Algorithms, a book drawing on his uncommon path from licensed marine engineer to supply chain leader to explain why technology does not make operational bottlenecks disappear, they just relocate them.

Jha spent four years at sea as a marine engineer before moving into logistics and manufacturing operations, a transition that forms the spine of the book. The title itself signals the arc: from the mechanical world of ship engines, where a single failed component can strand a vessel, to the algorithmic systems now running modern supply chains, where the failure points are just as real but far less visible.

At the center of the book is Jha’s “Law of Constraint Migration,” a framework he has developed over years of running manufacturing and logistics operations across dozens of plants and thousands of weekly truckloads. The core argument: every time an organization fixes its most visible bottleneck with technology , the constraint does not vanish, it migrates to the next weakest point in the system. Leaders who treat constraint-fixing as a one-time project, rather than a permanent discipline, end up chasing the same problem in a different disguise year after year.

“Systemic failure does not happen because of one big catastrophic event,” Jha said. “It starts with leaders having a static approach to problem solving , where this fix one constraint using technology and then move on without understanding where the constraint has moved.”

That principle was shaped in part by direct experience. Jha’s early engineering career included firsthand exposure to the operational and mechanical failure chains that can escalate quietly before becoming visible incidents, lessons he has carried directly into how he now evaluates risk in logistics networks spanning multiple plants, carriers, and third-party providers.

Since moving into supply chain leadership, Jha has held roles from plant director to his current position overseeing logistics strategy across a multi-state region, and is now deeply involved in Niagara Bottling’s AI strategy for manufacturing and supply chain operations. He holds several patents in manufacturing and supply chain technology, including three granted US patents around direct to store shipments, and has deployed AI-driven systems for automated palletizing, dynamic shipping, and operational incident handling.

From Engines to Algorithms is written for operators, not theorists. Jha’s stated approach throughout is practitioner credibility over metaphor: fewer abstractions, more direct account of what breaks in real operations and why. The book avoids the hedge-everything tone common in management literature in favor of decision-oriented conclusions.

Jha is a member of CSCMP’s Executive Inner Circle, an invitation-only group of senior supply chain executives, as well as the member of the World Economic Forum  and the Fast Company Executive Board. He has been featured as a keynote speaker in multiple industry forums and his writing has appeared in Beverage digest, supply chain management review, SupplyChainBrain, Fast Company, and other trade publications, and he continues to publish ongoing analysis on constraint migration, AI economics, and supply chain strategy through his Substack and LinkedIn.

From Engines to Algorithms is available now. Readers can learn more and find purchasing details at enginestoalgorithms.com.

About the Author

Niraj Jha is Senior Director of Logistics at Niagara Bottling LLC, where he is deeply involved in the company’s AI strategy for manufacturing and supply chain operations. A licensed marine engineer by training, he spent four years in deep-sea service before transitioning into supply chain and operations leadership, where he has spent sixteen years in various leadership roles. He holds several patents in manufacturing and supply chain technology and developed and conceptualized the Law of Constraint Migration.

Media Contact Visit enginestoalgorithms.com for more information.

New York City, NY, USA, July 22nd, 2026, FinanceWire

Knot, the leading merchant connectivity platform, has announced its partnership with RBC, Canada’s largest bank, to make RBC cards the default payment method for millions of cardholders wherever they spend. Using Knot’s CardSwitcher, RBC cardholders can set their RBC card as the saved payment method at their favorite merchants directly from the RBC mobile app, without manually entering card details. The partnership marks Knot’s first expansion beyond the United States.

Keeping RBC Top of Wallet

One of the hardest moments in payments is the first one. When a cardholder gets a new RBC card, putting it to use means hunting down every merchant where a card is already saved and updating each one by hand, so a new card often sits idle for weeks before it sees real spend. The partnership removes that friction. From the RBC app, cardholders add their RBC card to their preferred merchants in a few taps and set it as the saved payment method at the places they already spend, from the day the card is in hand.

For RBC, that means a card that goes to work immediately instead of waiting to be activated across a cardholder’s everyday spend. Placing the card as the default at the merchants cardholders use most keeps it top of wallet, turning a new RBC card from an occasional choice into a go-to payment method from the start and driving repeat spend and deeper loyalty to RBC.

Expanding into Canada with the Country’s Largest Bank

For years, Knot has built the merchant connectivity layer across the United States, linking the people, financial institutions, and merchants behind everyday spend. RBC is where that infrastructure goes international for the first time. Canada is Knot’s first market beyond the U.S., and launching it with the country’s largest bank sets the standard for every market that follows.

RBC did not become Canada’s largest bank by standing still. They move early, they invest in their clients, and they push the industry forward. That is exactly the kind of partner Knot wants to build alongside, and the reason RBC is the right first step into a new market. Bringing CardSwitcher to Canadian cardholders is the start of a longer roadmap, both for what Knot and RBC build together and for where Knot goes next.

About RBC

Royal Bank of Canada is a global financial institution with a purpose-driven, principles-led approach to delivering leading performance. Its success comes from the 101,000+ employees who leverage their imaginations and insights to bring the company’s vision, values, and strategy to life so it can help its clients thrive and communities prosper. As Canada’s biggest bank, and one of the largest in the world based on market capitalization, RBC has a diversified business model with a focus on innovation and providing exceptional experiences to its more than 19 million clients in Canada, the U.S., and 27 other countries. Learn more at rbc.com.

About Knot

Knot is the leading merchant connectivity platform, simplifying how consumers, merchants, and financial institutions interact. CardSwitcher is the foundation of Knot’s product suite, letting users update and manage card-on-file payments across hundreds of merchants. Building on the same connectivity infrastructure, TransactionLink delivers SKU-level transaction data, and SubManager gives users a single place to view and manage their subscriptions. By removing friction at every step, Knot helps financial institutions grow engagement, loyalty, and spend.

Users can learn more at KnotAPI.com and connect with Knot on X (@KnotAPIs) and LinkedIn (LinkedIn.com/company/KnotAPI).

Contact

Head of Growth
Jose Del Real
Knot
press@knotapi.com