Supply chain artificial intelligence startup DeepFabric today announced the general availability of an AI agent platform built for supply chain execution, and a roster of enterprise customers is already running it in production.

The company’s platform drops specialized agents into a business’ operational workflows to recover margin, cut operating costs and speed up customer response. DeepFabric said early users have seen up to a 10-fold return on investment on freight audit, 45% reductions in audit spend, and request-for-proposal response times cut by as much as 30%.

The platform ships with more than 50 agents spanning operations, financial control, assurance and growth functions. The most widely deployed are the Freight Auditor, Proposal Manager and Inventory Manager, each aimed at the manual, error-prone tasks supply chain teams handle every day. A new agent can go live within a day, the company said, because implementation does not require internal technical resources or data cleanup.

The pitch targets a familiar frustration. PricewaterhouseCoopers LLP surveyed supply chain leaders this year and 89% said their technology investments had not delivered. They have the enterprise resource planning systems and the logistics software. The manual coordination has not gone anywhere.

Their alternatives were thin before now, DeepFabric argues: Build the infrastructure in-house over several years. Settle for generic AI tools. Or stitch together a patchwork of point products. The agents read documents, flag exceptions and route work to human review, with each output showing its reasoning so teams keep control, according to the company.

Founder and Chief Executive Kalyan Kommineni framed the launch around trust. AI only pays off when it is tied to real work and judged on what supply chain bosses actually track, namely revenue, margin, cost and service. Teams need to trust it in daily operations, he added, with the oversight to scale up without losing control.

Production customers already span a range of enterprises. They include logistics firms NFI Industries Inc. and Kenco Group Inc., meal-kit company HelloFresh SE, medical supplier TwinMed LLC, fleet manager Merchants Fleet and grill maker Weber Inc., in sectors from third-party logistics to consumer goods and manufacturing.

Mike Honious, former chief executive of GEODIS in Americas, endorsed the approach. “There is no shortage of AI ambition, but there is still a shortage of tangible results,” he said. “What impressed me about DeepFabric is their obsession with measurable business impact. In a market full of promises, that’s rare.”

The platform is available now.

Image: DeepFabric