How Enterprises Measure the True ROI of Copilot
Enterprise reporting on Copilot typically stops at two figures: the number of licenses assigned and the hours the tool is estimated to save. Connecting those figures to a financial outcome the business recognizes proves far harder, and the candid admission among IT leaders is that nobody really knows how to point to a spreadsheet and […]
AI Readiness Assessment: Measure Your Enterprise AI Maturity
Enterprise AI adoption is accelerating faster than the organizations adopting it. Cisco’s 2025 AI Readiness Index found that only 13% of companies qualify as Pacesetters, its fully prepared tier, and that share has held between 13% and 14% for three consecutive years, while 83% of organizations now plan to develop or deploy AI agents. Ambition […]
The Operating Model Behind Enterprise AI Governance
A high-growth enterprise rapidly deploys generative AI tools to boost productivity. Within six months, employees inadvertently paste proprietary IP and PII into unmonitored LLMs, and a subsequent data exposure turns “innovation” into a boardroom crisis. Scenarios like this have become common because enterprise AI has evolved from isolated productivity tools into systems that support business […]
