DeepFabric launches AI platform, aims to bridge operational trust gap

DeepFabric launched a specialized AI platform for supply chain operations on Wednesday, deploying AI agents into enterprise workflows to bridge the operational trust gap. Early adopters including HelloFresh, Kenco, NFI, and TwinMed report up to 10x ROI on freight audits, 45% reduction in audit spend, and 30% faster RFP responses. The platform targets silo problems, trust gaps, and data hurdles highlighted in a PwC survey where 89% of operations leaders said tech investments haven't fully delivered.

Dallas-based tech developer DeepFabric https://deepfabric.ai/welcome publicly launched its specialized AI platform for supply chain operations on Wednesday. The platform deploys specialized AI agents directly into enterprise operational workflows. Early customers –including HelloFresh, Kenco, NFI, and TwinMed– are already running the platform live in production. According to DeepFabric, these early adopters are seeing up to a 10x return on investment on freight audits. They also see a 45% reduction in overall audit spend and RFP response times slashed by up to 30%. “AI becomes valuable when it’s connected to real work and measured against outcomes supply chain leaders care about: revenue, margin https://getfreightdata.com/wiki/terms/margin?utm source=fw article&utm medium=tooltip&utm content=margin , cost, and service,” said DeepFabric CEO Kalyan Kommineni, in a news release shared with FreightWaves. “That belief shaped everything about how we built DeepFabric. Supply chain teams deserve AI they can trust in daily operations, with the transparency, measurement and human oversight required to expand with confidence and keep winning.” Helping ambition meet results DeepFabric’s turnkey platform enters a market characterized by big digital ambition https://www.freightwaves.com/news/white-paper-ai-agent-readiness-and-adoption-in-freight but widespread execution fatigue. According to PwC’s 2026 Digital Trends in Operations Survey https://www.pwc.com/us/en/services/consulting/supply-chain-operations/library/digital-trends-operations-survey.html , 89% of operations and supply chain leaders report that their technology investments have not fully delivered expected results. The PwC study, which surveyed 767 operations and supply chain leaders at US companies, highlights several key friction points that DeepFabric stated its platform is designed to target: silo problems, a trust gap and data hurdles. While 83% of operations leaders believe AI agents and automation will accelerate the breakdown of traditional, functional silos, only 27% have fully embedded an AI strategy across their business units. Meanwhile, only 37% of surveyed leaders feel comfortable assigning AI agents to execute full, end-to-end operational processes. Poor data quality continues to hinder progress, and 87% of leaders stated that weak data foundations have hampered their ability to achieve value from digital initiatives. DeepFabric aims to resolve these barriers by leveraging specialized AI agents that read logistics documents, flag anomalies and route complex exceptions to human operators. This is all done while displaying the background reasoning for each output so teams retain visibility and control. “There is no shortage of AI ambition, but there is still a shortage of tangible results,” said Mike Honious, former CEO of GEODIS https://www.freightwaves.com/news/tag/geodis Americas, in the release. “What impressed me about DeepFabric is their obsession with measurable business impact. In a market full of promises, that’s rare. Their approach is grounded in practical use cases, thoughtful integration, and a clear understanding of what success should look like from the outset.” Supply Chain AI Symposium Past the hype. Join operators, founders, and enterprise leaders figuring out how to deploy AI in supply chain. Register Now https://live.freightwaves.com/supply-chain-ai-symposium-2026?utm source=freightwaves&utm medium=article-widget&utm campaign=supply-chain-ai-symposium-2026 F3: Future of Freight Festival Industry-defining keynotes, rapid-fire technology demos, and industry leaders networking in experiences across Chattanooga - plus the inaugural F3 Awards Dinner featuring the FreightTech and Shipper of Choice reveals. Register Now https://live.freightwaves.com/f3-future-of-freight-festival-2026?utm source=freightwaves&utm medium=article-widget&utm campaign=f3-future-of-freight-festival-2026 Past the hype. Join operators, founders, and enterprise leaders figuring out how to deploy AI in supply chain. The Old Post • Chicago, IL Register Now https://live.freightwaves.com/supply-chain-ai-symposium-2026?utm source=freightwaves&utm medium=article-widget&utm campaign=supply-chain-ai-symposium-2026 Industry-defining keynotes, rapid-fire technology demos, and industry leaders networking in experiences across Chattanooga - plus the inaugural F3 Awards Dinner featuring the FreightTech and Shipper of Choice reveals. The Signal at Chattanooga Choo Choo • Chattanooga, TN Register Now https://live.freightwaves.com/f3-future-of-freight-festival-2026?utm source=freightwaves&utm medium=article-widget&utm campaign=f3-future-of-freight-festival-2026