Browsing: Tools & Platforms

Identity resolution is becoming the baseline layer brands need before personalization works at all — here’s why, and what to vet.

Real-time analytics like Upwave are letting brands shift budget mid-flight instead of waiting for post-campaign reports to tell them what went wrong.

A hands-on look at whether Okara’s AI CMO v2 or Viral Hub’s Bisket OS can replace agency-run influencer campaigns without adding risk.

Vitaay’s AI matching and escrow payouts cut agency fees and payment risk — here’s how the economics stack up against traditional brokered deals.

A practical scoring framework for evaluating end-to-end AI campaign agents on ROI, risk, and operational fit beyond the two market leaders.

Real-time campaign insight dashboards are replacing static reports, letting marketing ops teams reallocate budget mid-flight instead of post-mortem.

Auxia and Adobe Workfront take opposite paths to AI brief generation—one bets on speed, the other on enterprise control. Here’s how to choose.

AI agents now draft, triage, and escalate brand replies at scale — here’s how to evaluate them for risk, ROI, and brand voice fidelity.

Usermaven’s full-stack attribution model is only as good as your CRM data — here’s what breaks and how to fix it.

Improvado and Hightouch claim 78% deduplication gains from AI identity resolution. Here’s how brands should actually vet that number.