AI-powered provide chain productiveness platform Increase has acquired Merlin, a stealth startup centered on wholesale distribution AI, marking Increase’s formal entry into the sector.
Merlin was based by Applico Capital companions Alex Moazed, Nick Johnson and John Schumacher, the previous head of AI at Grainger. The corporate has operated quietly with early enterprise distribution clients together with Ewing Out of doors Provide, Insco Distributing, Brooks Security Options and Reece — representing greater than $20 billion in mixed distributor income.
As a part of the deal, Moazed joins Increase as President of Wholesale Distribution, alongside Johnson and Schumacher.
Increase — which has raised $110 million and constructed its platform round “Augie,” an AI teammate for logistics workflows — stated the acquisition extends its capabilities past brokers, carriers and shippers into wholesale distribution, a U.S. market valued at greater than $8 trillion.
“Distributors characterize one in all our most important industries. With out them, hospitals run out of significant provides, factories grind to a halt and residential builders can’t construct — but they nonetheless run on legacy methods and spreadsheets. That adjustments now,” Increase Co-Founder and CEO Harish Abbott, stated in a information launch. “Alex and his staff have harnessed AI to resolve actual enterprise issues for distributors, and their product connects seamlessly with what Augie already does. Now Augie reaches additional throughout the availability chain than ever earlier than.”
With over 110 engineers in North America, the corporate positions Augie as an AI system that automates complicated, multi-step workflows throughout communication channels and enterprise methods, supporting processes from quote to money. Its current buyer base contains logistics operators akin to Armstrong Transport Group, Echo International Logistics and Penske, amongst others.
Merlin’s expertise is designed particularly for the operational complexity of distribution — together with fragmented ERP environments, inconsistent product information and extremely variable quote-to-cash processes throughout branches and enterprise models. Increase stated these dynamics have restricted the effectiveness of level AI instruments and conventional automation approaches.
“For the previous decade, we’ve seen firsthand the challenges going through B2B distributors. AI is lastly prepared to resolve them — however no supplier was assembly the wants of enterprise wholesale distributors,” Moazed added. “Our prime precedence is placing the shopper first. This business runs on belief, and distributors depend on us not solely to ship AI automation, however to safeguard their information, one in all their most dear belongings.”
With the mixing, Increase goals to supply distributors a unified AI platform that adapts to every firm’s workflows utilizing pure language somewhat than custom-coded integrations. The system is designed to ingest unstructured inputs akin to emails, PDFs and telephone communications, convert them into structured ERP actions and automate duties akin to order entry, quoting and portal administration.
Early customers cited productiveness features, with Ewing noting vital reductions in time spent on quoting duties.
The acquisition displays a broader push to use AI to distribution’s operational spine — significantly in areas the place handbook processes, fragmented methods and SKU complexity have traditionally restricted automation at scale.

