Insights
Featured insights from the AskHandle team.
Most recent featured
2026-11-04 · Dustin Collins · 12 min read
Learn how to test AI agent flows for API timeouts, stale data, routing errors, duplicate actions, lost context, and failed human handoffs.
2026-11-04
Nina Kimes · 10 min read
Learn how to evaluate an AI agent before launch and in production using realistic test cases, scoring rubrics, regression testing, and human review.
2026-11-03
Emily Henderson · 10 min read
Learn what AI agents should pass during human handoff, including customer goals, actions taken, and current status, so support teams can continue smoothly.
2026-11-01
Emily Henderson · 8 min read
Discover which customer support tasks to automate first. Use a practical framework to assess demand, data readiness, risk, and measurable customer value.
2026-10-31
Nina Kimes · 12 min read
Learn how AI grounding uses trusted business data to improve customer-facing answers, why source freshness matters, and how to avoid unsupported claims.
2026-10-30
Emily Henderson · 6 min read
A practical guide to designing AI agent flows that understand customer needs, use reliable information, take approved actions, and handle exceptions
2026-10-29
Dustin Collins · 12 min read
WhatsApp AI agent vs chatbot: compare how they handle customer messages, context, integrations, and handoff, and learn which approach fits your business.
2026-10-28
Katherine Holland · 10 min read
Learn how to monitor AI agent conversations, build a quality review rubric, spot recurring failures, prioritize risks, and improve customer support.
2026-10-27
Dustin Collins · 12 min read
Learn how to measure AI customer support performance using resolution rate, answer accuracy, customer effort, escalations, CSAT, and cost per resolution.
2026-10-26
Jessy Chan · 10 min read
Learn when AI customer support needs human approval, handoff or oversight, and how to design reliable workflows without slowing routine requests.
2026-10-25
Katherine Holland · 10 min read
Learn how AI agents search CSV and Excel data with structured queries, exact matches, filters, calculations, and reliable data validation.
2026-10-24
Dustin Collins · 12 min read
Explore how AI agents connect to CRMs, booking and order systems through APIs, connectors and MCP, with secure permissions and reliable workflows.
2026-10-23
Aria Singh · 10 min read
Design AI fallback behavior with clarification, better retrieval, bounded answers, action stops, and human handoff.
2026-10-22
Dustin Collins · 10 min read
Build an AI-ready support knowledge base with authoritative sources, retrieval-friendly structure, testing, ownership, and maintenance.
2026-10-21
Nina Kimes · 8 min read
See what AI support agents can understand, retrieve, collect, answer, act on, route, and hand off, plus where authority should stop.
2026-10-20
Katherine Holland · 8 min read
Learn when an AI agent should use documents, structured data, live systems, or combined sources for accurate customer answers.
2026-10-19
Jessy Chan
Learn how knowledge sources, read tools, write tools, permissions, and result validation fit together in reliable AI agent workflows.
2026-10-17
Emily Henderson · 7 min read
Reduce AI hallucinations with better sources, retrieval, action validation, refusal rules, testing, and human oversight.
2026-10-16
Dustin Collins · 6 min read
Learn how to design a WhatsApp support workflow with clear jobs, business knowledge, thread state, actions, testing, and human handoff.
2026-10-15
Emily Henderson · 8 min read
Follow an AI support request from the first customer message through retrieval, action, waiting, handoff, resolution, and reopening.
2026-10-14
Dustin Collins · 8 min read
Learn how AI agent workflows combine routing, retrieval, tools, state, deterministic rules, waiting, stopping, and human handoff.
2026-10-13
Jessy Chan
Compare AI agents and traditional support chatbots by workflow, maintenance, flexibility, failure modes, and the jobs each handles best.
2026-10-12
Nina Kimes · 12 min read
Explore how AI agents manage customer communication through hybrid search, business data, conversation routing, controlled actions, and human handoff.
2026-10-11
Emily Henderson · 8 min read
Learn how to design AI-to-human handoff with clear ownership, context transfer, routing, availability handling, and measurable outcomes.
