AIOpus 4.6 for autonomous agents, Codex 5.3 for code review. Compare AI coding benchmarks, token cost, and performance to pick the best model for your support stack in 2026.
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PlaybooksCX scores fell even as AI adoption grew 15%. The problem isn't the tool — it's the playbook. How B2B leaders are rebuilding support around outcomes.
Customer StoriesProposify deployed an AI agent and dropped ticket volume 30% in two months. The freed capacity went into onboarding, expansion, and churn intervention.
StrategyMIT found 95% of AI pilots fail to deliver ROI. In B2B support, five failure modes explain nearly all of them. Here's what working implementations get right.
BenchmarksB2B support costs $11–$15 per ticket. AI outcomes cost a fraction of that. We built the full financial model for a five-agent team. Here are the numbers.
StrategyYour CX dashboard measures whether the queue is moving. It should measure whether revenue is being retained. Four B2B metrics that a CFO can reconcile.
StrategyPer-Seat SaaS Pricing Built a $285B Industry. AI Agents Just Broke the Math. Here's What's Replacing It and What It Means for Buyers and Builders in 2026.
AlternativesThe Best Intercom Fin Alternatives For Support Teams In 2026. Compare Helply, Zendesk, Freshdesk, Tidio, Chatbase, And More On Escalation, Workflows, Setup, And Fit.
AlternativesThe Best Chatbase Alternatives For Customer Support Teams In 2026. Compare Helply, Intercom, Tidio, Zendesk, And More On Escalation, Actions, Setup, And Fit.
AILearn How the Top 5% of Companies Cut Support Costs With Service Redesign, Outcome-Based Pricing, and Agentic AI. Skip the Pilot Trap.
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