Marie Tremblay
Marie leads in-depth research for Particle Post's deep dives and case studies. Background in financial economics and corporate strategy, with a focus on how AI is reshaping capital allocation.
9 articles
Autonomous Trucking AI ROI: Kodiak's Midwest Case Study
Autonomous trucking AI cut projected cost per mile to $0.38 vs. $1.92 for human drivers. See how Kodiak AI staged its Midwest expansion and what the ROI data reveals.
Walmart AI Supply Chain: How It Cut Costs 40%
Walmart AI supply chain eliminated 30M driving miles, saved $55M with Self-Healing Inventory, and cut delivery costs 40%. A COO blueprint for enterprise AI ops.
JPMorgan AI Case Study: COiN Cut Contract Review 80%
JPMorgan's COiN platform eliminated 360,000 lawyer hours annually. See the full enterprise AI deployment timeline, real costs, and lessons for CFOs and COOs.
Klarna AI Customer Service: What the Real Numbers Show
Klarna's AI handled 2.3M chats in month one and saved $40M, then satisfaction dropped 22%. The full case study CFOs and COOs must read before cutting headcount.
EU AI Act Enforcement: AI Compliance Banking Guide
EU AI Act enforcement begins August 2, 2026. Banks face fines up to €15M for non-compliant high-risk AI. 7-step compliance workflow for credit scoring and more.
Enterprise AI ROI: 4 Practices That Unlock 55% Returns
Enterprise AI ROI hits 55% for product teams using 4 IBM-backed practices, while 95% of pilots fail. Diagnose your readiness gaps and sequence deployment correctly.
Agentic AI Finance: What the Research Shows About Execution-Driven Systems
Agentic AI finance deployments average 9.4 months to go-live, not 90 days. Learn what Oracle, Deloitte, and Gartner data actually prove before committing $1.5M.
AI Investment Strategy: Recalibrate After Meta's 2026 Cuts
Meta cut hundreds of roles while keeping $60B+ in AI infrastructure spend. Here's how enterprise leaders should recalibrate their AI investment strategy in 90 days.
The AI Fraud Arms Race: What the Research Shows About Detection ROI, and Where It Breaks
AI fraud detection saves banks millions, but AI-enabled fraud surged 1,210% since 2023. Here's what the research proves, and where it breaks down.