Insights, Research + News

AI now handles a growing share of routine banking interactions, and customers have largely welcomed the shift: two-thirds are comfortable letting it work behind the scenes on fraud detection and spending alerts.

Nobody calls a healthcare line about something trivial. People pick up the phone when a claim was denied mid-treatment, when their child is sick and needs an appointment, or when they realize they can't cover a medical bill.

Most organizations still manage performance as though the frontline were entirely human. However, the frontline now includes employees, AI assistants, automated workflows, recommendation engines, and agents capable of completing increasingly complex work without a person ever becoming involved.

Most supervisors can see KPIs but not the skills driving them. See how AI-powered coaching closes the visibility gap and lifts frontline performance at scale.

CSAT flatters AI agents and penalizes human ones. Learn why retry rates, intent resolution, and friction data give you a more honest picture of what's working.

High containment doesn't always mean happy customers, it means you're not measuring the right thing. Here's why resolution is the only metric that tells you what your AI agent is actually doing.

Split tools mean split knowledge, and your customers feel it. Learn why frontline organizations running AI and training on different platforms are always one step behind.

The 80% automation figure driving workforce decisions doesn't hold up in most contact centers. Here's a more honest framework for planning your AI rollout.

Most conversation automation platforms claim your team can own them, but hidden engineering dependencies tell a different story. Here's what real ownership looks like.

Most enterprise conversation AI runs on stacked prompts. Learn why natural language instructions aren't sufficient infrastructure and what a better architecture looks like.

Why atomization is the hidden key to reliable agentic AI and how frontline teams can stop hallucinations with smarter knowledge architecture.