IT & AI Metrics

The Control Group Is Gone · How to Prove AI Works When Nobody Will Work Without It

Once a team won't work without an AI tool, you've lost the group you'd compare it against. Prove the value while you still can. Stagger the rollout, count work at intake, check what people say against your system records, and decide up front what result would change the plan.

Continue ReadingThe Control Group Is Gone · How to Prove AI Works When Nobody Will Work Without It

Analytics Maturity in Entertainment & Media · Analyzing our 2026 Mid-market Survey

This page breaks down how far entertainment and media companies have come in data, BI and AI maturity, using our 2026 mid-market survey. Companies that build audience intelligence and monetized AI will capture subscriber growth, while those that treat analytics as reporting will lose ground to personalization.

Continue ReadingAnalytics Maturity in Entertainment & Media · Analyzing our 2026 Mid-market Survey

Analytics Maturity in Logistics · Analyzing our 2026 Mid-market Survey

This page breaks down data, BI and AI maturity in logistics and transportation, using our 2026 mid-market survey. Most mid-market firms use data for compliance and cost; those that build it into shipper offerings can turn it into a margin advantage.

Continue ReadingAnalytics Maturity in Logistics · Analyzing our 2026 Mid-market Survey

Analytics Maturity in Real Estate · Analyzing our 2026 Mid-market Survey

This page breaks down data, BI and AI maturity in real estate, using our 2026 mid-market survey. Firms that move in the next 12 to 18 months will lock in an edge in acquisition efficiency and tenant economics. Those that stay on the optimization curve risk capital misallocation.

Continue ReadingAnalytics Maturity in Real Estate · Analyzing our 2026 Mid-market Survey

Analytics Maturity in Professional Services · Analyzing our 2026 Mid-market Survey

This page breaks down data, BI and AI maturity in professional services, using our 2026 mid-market survey. AI-assisted research and drafting are becoming baseline, firms without them will struggle to recruit, and clear AI governance will attract clients and talent.

Continue ReadingAnalytics Maturity in Professional Services · Analyzing our 2026 Mid-market Survey

Analytics Maturity in Food Services · Analyzing our 2026 Mid-market Survey

This page breaks down data, BI and AI maturity in agriculture and food service, using our 2026 mid-market survey. First movers will own the talent and infrastructure that followers struggle to replicate, while laggards face margin compression and acquisition by larger conglomerates.

Continue ReadingAnalytics Maturity in Food Services · Analyzing our 2026 Mid-market Survey