Whitney Parker Mitchell

Dawn Hargrove-Avery created SmartCare OS to apply AI to the operating realities of independent garment-care businesses. One early deployment focused on a live 137-stop delivery route that had been planned for years based primarily on owner experience. Using the SmartCare Route Optimizer, the business removed 37 miles per week from the route, approximately 1,900 miles annually on a single vehicle. The owner personally drove and verified the optimized route before adopting it.

Hargrove-Avery also used AI to address another deeply human problem: institutional knowledge trapped inside the head of a longtime owner. Through spoken explanation, AI helped convert decades of experience into written SOPs and training materials that could be reviewed, approved, taught and transferred.

The work demonstrated what practical AI can mean for smaller businesses: lower cost, increased capacity, reduced owner dependency and a foundation for succession.

Stephanie Mazzamaro's work addressed one of digital media's most consequential challenges: how publishers create value as referral traffic declines and first-party audience intelligence becomes more important. Through the Encore initiative, first-party audiences packaged through a curation desk generated approximately 1.5 times open-market CPMs, representing a roughly 50% price premium.

The model also introduced agentic direct selling. Campaign trafficking that previously required two to three days of manual work was reduced to under six hours, an improvement of as much as 78%. The strategy was significant because it connected data governance, AI-enabled workflows and monetization on one foundation, supporting on-site commerce, curation and agentic selling while reducing dependency on third-party data.

Under Adelaide Reilly's leadership, The Channel Company built an enterprise AI strategy spanning adoption, workflow automation, data modernization, governance and product development. Client onboarding time fell from approximately three months to three weeks, a roughly 75% reduction.

Campaign strategy and asset-development timelines that previously took several weeks were reduced to approximately two days. Equally significant was organizational adoption. The company reported 100% AI adoption, with every employee actively using AI at least three times per week. Reilly also established an enterprise AI task force, responsible AI policies and an evaluation process spanning more than 25 technologies. Her work demonstrated that AI transformation is not ultimately a software deployment. It is an operating model.