--- title: Why customers still feel unheard when automation works... description: Most customer experience automation is technically successful but still leaves customers frustrated, according to a sponsored CallMiner piece. The CallMiner CX... canonical: https://daily.dev/posts/why-customers-still-feel-unheard-when-automation-works-exactly-as-designed-v9tymgueb twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Why customers still feel unheard when automation works exactly as designed | daily.dev og:description: Most customer experience automation is technically successful but still leaves customers frustrated, according to a sponsored CallMiner piece. The CallMiner CX... og:url: https://daily.dev/posts/why-customers-still-feel-unheard-when-automation-works-exactly-as-designed-v9tymgueb og:image: https://api.daily.dev/og/posts/V9TYmGUeB.png og:image:alt: Why customers still feel unheard when automation works exactly as designed og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Why customers still feel unheard when automation works exactly as designed **[TechCentral](https://daily.dev/sources/techcentral)** · 4 min read · 0 upvotes · 0 comments ## Summary Most customer experience automation is technically successful but still leaves customers frustrated, according to a sponsored CallMiner piece. The CallMiner CX Landscape Report 2026 found 99% of organisations use automation, yet only 23% keep it optimised with CX insights, and just 24% call the resulting experience genuinely positive. A bot can 'contain' an interaction while the customer leaves unresolved, masking failure behind healthy-looking dashboards. CallMiner argues conversation intelligence, not newer platforms, closes the gap by linking containment metrics to CSAT and resolution outcomes. Its linked white paper claims one client cut call-handling time by 78% and doubled call capacity without adding headcount. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What percentage of companies think their customer experience automation is actually working well? Only 24% of organisations describe the resulting customer experience from their automation as genuinely positive, despite 99% of organisations using automation across customer interactions. Just 23% say their automated experiences are both highly automated and consistently optimised using customer experience insights, according to the CallMiner CX Landscape Report 2026. _Teams evaluating automation ROI can find more CX benchmarking context on daily.dev._ ### Why can a chatbot or IVR system show high containment rates but still leave customers unhappy? A bot can technically contain an interaction, meaning it ends without human assistance, even when the customer leaves without getting their issue resolved. Containment and deflection rates look healthy on a dashboard while masking a frustrated customer, because those technology metrics are not connected to outcome metrics like customer satisfaction and first-contact resolution. _Anyone debugging misleading automation metrics can track this kind of CX analysis on daily.dev._ ## Similar posts on daily.dev - [The CX automation boom has an intelligence gap](https://daily.dev/posts/the-cx-automation-boom-has-an-intelligence-gap-uvcifrbyk) · TechCentral · 0 upvotes · 0 comments - [AI is accelerating CX for tech companies, so why are manual processes still rising?](https://daily.dev/posts/ai-is-accelerating-cx-for-tech-companies-so-why-are-manual-processes-still-rising--kmu2gcjpq) · TechCentral · 0 upvotes · 0 comments - [How AI Customer Support Agents Are Changing Service Operations](https://daily.dev/posts/how-ai-customer-support-agents-are-changing-service-operations-vpgbisgbk) · Medium · 0 upvotes · 0 comments - [AI Voice Agents vs. Human Agents: Metrics Compared](https://daily.dev/posts/ai-voice-agents-vs-human-agents-metrics-compared-qovmcxgtw) · Deepgram · 0 upvotes · 0 comments - [Trends that are shaping the use of AI to improve CX](https://daily.dev/posts/trends-that-are-shaping-the-use-of-ai-to-improve-cx-i7myqwcfp) · TechCentral · 0 upvotes · 0 comments --- Tags: [#bots](https://daily.dev/tags/bots) [View this post on daily.dev](https://daily.dev/posts/why-customers-still-feel-unheard-when-automation-works-exactly-as-designed-v9tymgueb) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Why customers still feel unheard when automation works exactly as designed","url":"https://daily.dev/posts/why-customers-still-feel-unheard-when-automation-works-exactly-as-designed-v9tymgueb","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/why-customers-still-feel-unheard-when-automation-works-exactly-as-designed-v9tymgueb"},"datePublished":"2026-10-28T07:53:06.262Z","dateModified":"2026-10-28T08:01:48.281Z","description":"Most customer experience automation is technically successful but still leaves customers frustrated, according to a sponsored CallMiner piece. 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Just 23% say their automated experiences are both highly automated and consistently optimised using customer experience insights, according to the CallMiner CX Landscape Report 2026. Teams evaluating automation ROI can find more CX benchmarking context on daily.dev."}},{"@type":"Question","name":"Why can a chatbot or IVR system show high containment rates but still leave customers unhappy?","acceptedAnswer":{"@type":"Answer","text":"A bot can technically contain an interaction, meaning it ends without human assistance, even when the customer leaves without getting their issue resolved. Containment and deflection rates look healthy on a dashboard while masking a frustrated customer, because those technology metrics are not connected to outcome metrics like customer satisfaction and first-contact resolution. Anyone debugging misleading automation metrics can track this kind of CX analysis on daily.dev."}}]} ```