Startups Apply Artificial Intelligence To Supply Chain Disruptions

Over the last two years a series of unexpected events has scrambled global supply chains. Coronavirus, war in Ukraine, Brexit and a container ship wedged in the Suez Canal have combined to delay deliveries of everything from bicycles to pet food.
In response, a growing group of startups and established logistics firms has created a multi-billion dollar industry applying the latest technology to help businesses minimize the disruption.
Interos Inc, Fero Labs, KlearNow Corp and others are using artificial intelligence and other cutting-edge tools so manufacturers and their customers can react more swiftly to supplier snarl-ups, monitor raw material availability and get through the bureaucratic thicket of cross-border trade.
The market for new technology services focused on supply chains could be worth more than $20 billion a year in the next five years, analysts told Reuters. By 2025, more than 80% of new supply chain applications will use artificial intelligence and data science in some way, according to tech research firm Gartner.
"The world's gotten too complex to try to manage some of these things on spreadsheets," said Dwight Klappich, a Gartner analyst.
Interos, valued at more than $1 billion in its latest funding round, is one of the most successful in the nascent market. The Arlington, Virginia-based company says it has mapped out 400 million businesses globally and uses machine learning to monitor them on behalf of corporate customers, alerting them immediately when fire, flood, hacking or any other event causes a potential disruption.
Before Russian tanks rolled into Ukraine in February, the company had assessed the impact of an invasion. Interos said it identified about 500 U.S. firms with direct supplier relations with companies in Ukraine. Further down the chain Interos found 20,000 U.S. firms had links to second-tier suppliers in Ukraine and 100,000 U.S. firms had links to third-tier suppliers.
Chief Executive Jennifer Bisceglie said after the war started 700 companies approached Interos for help in assessing their exposure to suppliers in Ukraine and Russia. She said the company is developing a new product to game out other hypothetical supply chain disruption scenarios, such as China invading Taiwan, for customers to understand their exposure to risk and where to find alternative suppliers.
Supply chain shocks are inevitable, Bisceglie told Reuters. "But I think we're going to get better at minimizing these disruptions."
U.S. airline Delta Air Lines Inc, which spends more than $7 billion a year on catering, uniforms and other goods on top of its plane and fuel budget, is one company using Interos to keep track of its 600 primary suppliers and 8,000 total suppliers.
"We're not expecting to avoid the next crisis," said Heather Ostis, Delta's supply chain chief. "But we're expecting to be a lot more efficient and effective than our competitors in how we assess risk when that happens."
MEAT, STEEL, SHAMPOO
Santa Clara, California-based KlearNow sells a platform that automates cumbersome paper-dominated customs clearance processes.
That has been a lifesaver for EED Foods, based in Doncaster, England, which imports Czech and Slovak sweets and smoked meats for expat customers in Britain.
"Before Brexit we were very scared we would have to shut down," said Elena Ostrerova, EED's purchasing manager. "But instead we are busy as never before."
Ostrerova says her company is still growing at annual rate of 40% after Brexit took effect in early 2020, partly because some competitors gave up rather than tackle the onerous new paperwork for importing from the European Union.
She said KlearNow's customs clearance platform keeps track of its hundreds of shipments from Central Europe, tallying totals on thousands of items, correcting mistakes on everything from country of origin to gross net weight, and providing an entry number - under which all the information about a shipment is contained - for the company hauling it to Britain.
"We have minimum human involvement," Ostrerova said, which saves the company time and the cost of manual data input.
Berk Birand, CEO of New York-based Fero Labs, said the coronavirus pandemic highlighted the need for manufacturers to adapt to changing suppliers so that they can continue to make identical products, no matter the origin of the raw materials.
The startup's platform uses machine learning to monitor and adapt to how raw materials from different suppliers affect product quality, from varying impurities in steel to the level of viscosity in a surfactant, a key ingredient in shampoo. The system then communicates with plant engineers to tweak manufacturing processes so that product consistency is maintained.
Dave DeWalt, founder of venture capital firm NightDragon, which led Interos' $100 million Series C funding round last year, says regulators are going to take much greater interest in supply chain risk.
"If you have a supply chain issue that could cost you major shareholder value, you'll have a major responsibility too," DeWalt said. "I believe that's coming in the near future."
Major logistics firms are also deploying machine learning to boost their competitiveness. U.S. truck fleet operator Ryder System Inc uses the real-time data from its fleet, and those of its customers and partners, to create algorithms for predicting traffic patterns, truck availability and pricing.
Silicon Valley venture capital firm Autotech Ventures has invested in both KlearNow and newtrul, which aggregates data from transport management systems in America's highly fragmented trucking sector to predict pricing changes.
"Mapping your supply chain and interconnectivity at the individual part level is the Holy Grail," said Autotech partner Burak Cendek.
(This story has not been edited by NDTV staff and is auto-generated from a syndicated feed.)
Latest News
car&bike Team | Jun 25, 2026TVS iQube Electric Scooter Crosses 10 Lakh Units Production MilestoneIntroduced in 2020, the iQube is TVS' first high-speed, long-range electric scooter, which has soared to the top of sales charts in recent years.1 min read
car&bike Team | Jun 24, 2026Kawasaki KLX230 Gets Dearer For MY2027; Price Increased By Rs 35,000The MY2027 Kawasaki KLX230 arrives with a significant price hike, but no mechanical or cosmetic changes over the outgoing model.1 min read
Seshan Vijayraghvan | Jun 24, 2026Renault Kiger Variants Updated; New Evolution+ Trim Brings Auto AC, Wireless Smartphone Connectivity For Rs. 6.99 LakhIn addition to the new Evolution+ trim, Renault has also made the turbo petrol engine more accessible with the launch of Techno MT Turbo at Rs. 7.89 lakh.1 min read
Jaiveer Mehra | Jun 24, 2026Skoda Peaq Electric SUV Revealed: Skoda’s Largest SUV Seats 7, Offers 640 km RangeThe Peaq measures nearly 4.9 metres long and is offered in five- and seven-seater configurations and with rear and all-wheel drive options.1 min read
car&bike Team | Jun 23, 2026Hero MotoSports Completes 10 Years; Signs 18-Year-Old For Dakar ProgrammeHero MotoCorp marked 10 years of its global rally-raid programme and announced a Dakar talent programme, signing on 18-year-old supercross sensation Shlok Ghorpade.1 min read
car&bike Team | Jun 23, 2026Citroen Aircross Comfort Edition Launched; Prices Start At Rs. 9.09 LakhThe Citroen Aircross Comfort Edition will be offered in three variants - You, Plus, Plus Turbo 7S - and they are priced between Rs. 9.09 lakh and Rs. 11.99 lakh (ex-showroom).2 mins read
Janak Sorap | Jun 25, 2026350cc Bajaj Dominar 400 Review: Same Character, Lower PriceA slightly lower displacement engine, a significantly lower price tag and nearly the same performance — the Bajaj Dominar 400 aims to be smarter rather than faster.6 mins read
Preetam Bora | Jun 25, 20262026 Bajaj Pulsar NS400Z First Ride Review: Smaller Engine, But Should You Buy It?The Bajaj Pulsar NS400Z won our Two-Wheeler Upgrade of the Year. Then new tax slabs happened. Smaller engine, same badge – but does it still deliver?6 mins read
Preetam Bora | Jun 25, 2026Triumph Tracker 400 First Ride Review: What's It Really Like?The Triumph Tracker 400 is here, now with a downsized 349 cc engine. We spent a couple of hours with it to share our first impressions. Is it worth your attention?1 min read
Preetam Bora | Jun 15, 20262026 Yezdi Scrambler Review: The Update That Changes EverythingThe Yezdi Scrambler gets a comprehensive update with an updated engine, revised chassis, reduced weight and proper features list. Does it deliver? Here’s our take.10 mins read
Preetam Bora | Jun 10, 20262026 BMW F 450 GS Review: A True GS - But Should You Buy It?The GS badge on a BMW means something and always has. Can the new made-in-India BMW F 450 GS truly live up to that legacy? We spent a few days getting familiar with the F 450 GS to see if it’s worth a buy.12 mins read

















































































































