AI intents that cut misrouted tickets in half
13 min read
Most intent failures are not bad training data. They are missing context like channel, history, and language. Learn modern LLM-era intent patterns, a pract
13 min read
Most intent failures are not bad training data. They are missing context like channel, history, and language. Learn modern LLM-era intent patterns, a pract
12 min read
Teams confuse VAD endpointing latency with ASR word error rate. We break the myth, give a practical VAD evaluation harness, and a decision table for sales
14 min read
A practical stack map of customer support AI tools showing where AI bots, knowledge, routing, QA, and an autonomous agent layer fit together. Includes a pr
13 min read
A buyer-first taxonomy of AI customer service tools by job-to-be-done, plus a weighted scorecard, 0-30-60-90 rollout plan, and governance checklist. Learn
11 min read
Most “AI agent companies” are not comparable. Use our three-bucket model plus a proof-of-autonomy checklist, enterprise security requirements, and a TCO sc
15 min read
A conversation agent is not a single-response chat agent. It is an autonomous system that pursues a goal across turns and channels, uses tools, remembers contex
11 min read
Entity extraction is only valuable if it captures every mandatory field needed to resolve a case without human escalation. Learn the exact entity set, how
12 min read
Stop buying CX AI for dashboards. Learn how to evaluate AI customer experience software by operational outcomes like FCR, time to resolution, and complaint