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News articleYahoo Finance· July 16, 2026

FreightWaves Announces 2026 AI Excellence in Supply Chain Awards Winners

View original at finance.yahoo.com
FreightWaves Announces 2026 AI Excellence in Supply Chain Awards Winners CHICAGO — FreightWaves unveiled the winners of its 2026 AI Excellence in Supply Chain Awards during a ceremony at the Old Post Office in Chicago as part of the FreightWaves Supply Chain AI Symposium on July 15, 2026…
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  • A global medical device manufacturer using Arkestro compressed logistics RFQ timelines from four months to six weeks, saving $2.4 million.

    60% confidence
  • ROI modeling across CloneOps.ai's agent portfolio shows the potential to eliminate more than 133 human hours per 1,000 calls, with representative workflows delivering up to 550% ROI compared with U.S.-based labor.

    60% confidence
  • Arkestro customers report an average 18.8% savings on spend and sourcing cycles accelerated by up to 60%.

    60% confidence
  • An LNG operator using Arkestro cut high-value sourcing cycles from days to minutes while achieving 29% savings.

    60% confidence
  • FreightWaves received a record 60 nominations for the 2026 AI Excellence in Supply Chain Awards, more than double last year's total.

    60% confidence
  • A manufacturer using Arkestro's platform identified more than $55 million in savings with a two-month ROI across 40 plants and more than 400 suppliers.

    60% confidence

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Enterprise AI Agents Go Mainstream, But Trustworthy Data Access Lags Adoption
A wave of enterprise AI agent activity — fresh funding (Latitude's $35M Series A), a run of CB Insights CEO interviews spotlighting fintech- and healthcare-focused agent startups (Covecta, Penguin AI, Maisa AI), and major platform partnerships (Microsoft-Mistral, Manulife-Microsoft AI governance, Siemens-NVIDIA agentic EDA, Box's agent security controls) — signals agentic AI moving from pilot to production across financial and enterprise workflows. Yet Google Cloud's own research shows adoption is outrunning data readiness (companies average AI access to only 45% of their data, with 'data laggards' capped near 30%), while insider selling at incumbent C3.ai hints at mixed investor conviction even as the broader ecosystem accelerates.
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Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
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ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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