Support Experience
Customer support isn't just a cost center—it’s the heartbeat of your brand. Based on the principles of the book Support Experience, this podcast dives into the strategies that transform standard service into a competitive advantage. Voice of the Customer is the lifeblood of every technology business. But most companies lose touch with it as they scale, leading to poor customer experiences and high churn.Some companies, however, have taken a different path. They not only stay in touch with the Voice of the Customer... they amplify it with artificial intelligence and smart automation. Their secret? Building a world-class Support...
The Chabot ROI Myth And Why Most Deployments Fail?
In this episode, we dive into a costly operational mistake: why organizations rush to deploy customer support chatbots before truly understanding what their customers are asking. Despite the promise of 24/7 coverage and instant deflection, fewer than 30% of B2B chatbot deployments meet their ROI targets within their first year. The culprit? Launching chatbots against poorly understood support data and stale knowledge bases, leading to customer dead ends and "confident hallucinations".
Join us as we explore why deploying an AI support intelligence platform, like SupportLogic, should always be step one. We will break down how extracting signals from...
Why LLMs Fail at Contact Center QA?
In this episode, we take a deep dive into the engineering architecture behind SupportLogic’s AutoQA system and uncover why evaluating customer support interactions requires far more than simply asking a Large Language Model (LLM) to act as a judge.
We break down the failures of the "pure GenAI wrapper" approach, exploring how LLMs struggle with deterministic math for SLA calculations, hallucinate agent performance trends when context is sparse, and completely fail to process raw acoustic emotions from voice calls.
Instead, we explore SupportLogic's precision multi-model machine learning stack that strictly divides cognitive la...
Are Ambient AI Agents the Future of Enterprise Support?
Are we truly entering the intelligence era, or is the buzz around AI agents just a Super Bowl advertising trend? In this episode, we cut through the noise to explore the real-world applications of agentic AI in the enterprise.
We unpack the conversation between industry experts Thomas Law of TSIA and Krishna Raj Raja, CEO of SupportLogic, as they break down the critical shift from standard interactive AI (like ChatGPT) to the invisible power of "Ambient AI". Unlike traditional chatbots that require a prompt, Ambient AI runs continuously in the background 24/7, monitoring unstructured data...
Quantifying GenAI Confidence in Customer Support: Judge LLMs and Automated Scoring Loops
In this episode, we explore how the SupportLogic Engineering Team is transforming generative AI summarization from a risky, black-box experiment into a trustworthy, enterprise-grade system. Moving GenAI into real-world production requires more than just a good underlying model—it demands measurable confidence. We break down SupportLogic's innovative evaluation framework, which relies on "Judge LLMs" to automatically assess AI-generated summaries across six critical dimensions: faithfulness, instruction adherence, hallucination risk, topic coverage, clarity, and persona usability.
Listen in as we discuss how this continuous, automated scoring loop enables data-driven prompt tuning and dynamic model routing. We also dive in...
The Billion-Dollar Generative AI Illusion
In this episode, we strip away the hype surrounding modern artificial intelligence to explore the reality of AI in Customer Experience (CX). We discuss why AI should be viewed as "intelligent automation" rather than magic, and examine the fundamental shift from deterministic to probabilistic computing. Discover why a massive, billion-dollar Large Language Model can fail at basic math while a pocket calculator from the 1970s succeeds, and what this means for enterprise technology.
We dive deep into why a staggering number of generative AI projects fail, tracing the root causes to unrealistic expectations and...
Combating Combinatorial Complexity of Case Routing
Are your engineering and support teams stuck building unmaintainable trees of exceptions? Traditional case routing relies on deterministic logic—static "if/then" rules that completely fail at the combinatorial complexity of enterprise scale.
In this episode, we dive deep into the architecture of SupportLogic’s Intelligent Case Assignment (ICA) to understand how it shifts routing from a rigid classification task to a continuous, multi-dimensional optimization problem. We unpack the technical mechanics behind ICA's five-pillar ML scoring engine, which evaluates time overlap, agent bandwidth, customer history, and skills simultaneously in real-time.
Listen in for a te...
Crawl, Walk, Run: Enterprise AI Sidecar Playbook
We are wasting 14 billion support hours annually—time that, with the right AI strategy, can be reclaimed and redirected toward value creation.
But rushing to adopt AI without a clear plan risks chaos. This episode reveals a pragmatic, step-by-step framework that enables enterprises to harness generative AI safely and effectively, transforming support operations while avoiding costly pitfalls.
We break down how the AI hype cycle is misguiding many, and why the real opportunity lies in incremental, phased adoption—moving from simple wrappers around public models to deploying custom, private LLMs tailored to your company's unique data...
The Issue With Customer Surveys And How AI Fixes It
In this episode, we unpack the "Big Three" customer feedback metrics used by organizations worldwide: Customer Satisfaction (CSAT), Net Promoter Score (NPS), and Customer Effort Score (CES). We'll explore the heated debates surrounding these metrics—from experts claiming NPS calculations are flawed and "fake science" to university studies showing CES might be the weakest predictor of all
The conversation delves into the evolution of customer feedback surveys, the shift to a subscription economy, the controversy surrounding the Net Promoter Score (NPS), the flaws of traditional customer feedback metrics, survey fatigue and response rate biases, the frustration of th...
The USB-C for AI: Shattering Support Silos Using MCP
In today’s enterprise landscape, over 95% of organizations report near-zero measurable returns on AI investments because critical data remains trapped in fragmented "AI silos". In this episode, we deep dive into the SupportLogic MCP Server, a secure, real-time bridge designed to connect SupportLogic’s deep intelligence directly to your preferred AI assistants and agentic frameworks, including Claude Desktop, ChatGPT, and VS Code.
We explore why industry leaders are calling the Model Context Protocol (MCP) the "USB-C for AI"—a universal integration layer that replaces brittle, bespoke code with a stan...
Braze, Coupa, and the "Build vs. Buy" AI Dilemma
In this episode, we cut through the hype to explore exactly companies are successfully integrating AI in their support workflows.
We are discussing the panel featuring Erika Semtei, VP of Customer Support at Braze, and Declan Fanning from Coupa, as they share their firsthand experiences partnering with SupportLogic to drive tangible business results.
Whether you are weighing the "build vs. buy" dilemma or trying to figure out which AI use case to tackle first, this conversation delivers actionable insights for CX leaders. Erica and Declan break down their pragmatic, step-by-step approaches...
Empty Chairs and Giant Screens: The Support Experience Cultures of Amazon, Freshworks, & Sunbasket
In this episode, we explore why having the right technology and processes isn't enough to deliver a world-class Support Experience (SX) without the right company culture to back it up. Drawing on insights from Chapter 10 of Krishna Raj Raja's book, we discuss why resilient companies like Adobe constantly refine their core values to survive and thrive through decades of rapid market changes.
Tune in as we unpack the three foundational pillars of a true SX culture:
Driven by the Voice of the Customer: Discover why executives at Amazon, Apple, and Airbnb refuse to outsource...Firefighting to Forecasting: Deep Dive Into Escalation Prediction Engine
In many organizations, customer escalations are treated like sudden, destructive lightning strikes. We challenge that notion, exploring the hard truth that escalations are not random, but the logical conclusion of detectable patterns.
This podcast provides the blueprint for shifting your team from "firefighting" to forecasting through architectural intent and predictive intelligence.
Join us as we deep dive into:
The Science of Prediction: Deep dives into Likely to Escalate (LTE) models and why focusing on recall is more critical for business impact than simple accuracy or...Turning Support Tickets Into Revenue - Lessons from Hubspot, And Ernst & Young
In this episode, we discuss the panel discussion between the host Ryan Nichols (Partner at DYDX Capital and former EVP of PM at Salesforce Service Cloud), Sowmya (VP of Revenue Operations at HubSpot) and Vijay (Partner for AI and Data at EY) to tackle a critical business challenge: transforming everyday customer support data into strategic executive insight.
While customer support is a gold mine of data—often accounting for the vast majority of a company's customer interactions—there is a fundamental disconnect in how it is viewed by leadership. Support is traditionally measured in lagging, operational metrics like...
Break The Rules And Solve the Chaos With Agentic Routing
In this episode, we dive deep into the evolution of customer support routing with Tali Bartal, Product Manager at SupportLogic. Moving beyond the traditional, rule-based systems of the early 2000s, Tali explains how "Next-Gen" AI is transforming case assignment by intelligently balancing agent workloads, assessing customer sentiment, and matching nuanced skill sets. Whether your team is juggling VIP customers across multiple time zones or trying to safely onboard brand-new support agents, this episode unpacks how to find the perfect blend of manual control and automated efficiency.
Key Topics Covered:
A "Sixth Sense" for Support: Inside Basware’s AI Transformation Story
Basware a global leader in financial software and touchless invoicing solutions—rapidly scaled, its customer support team found itself overwhelmed by a growing backlog of escalations. They faced a common industry challenge: an overly reactive support model that made it difficult to identify which cases needed immediate attention, which ultimately risked customer trust and required extensive resources to resolve.
In this episode, we discuss how Arnoud Schouw VP of Customer Support at Basware transformed customer support operations by partnering with SupportLogic. Arnoud explains how integrating AI-driven sentiment analysis and escalation prediction acted like a "sixth sense" fo...
How NICE Reinvented Knowledge Access with AI
Enterprise support organizations face a growing challenge: knowledge is expanding, but access is shrinking. When knowledge ecosystems become too large and fragmented across different systems, both customers and internal teams struggle to find the answers they need.
In this episode, we are featuring Chris Romrell from NICE to discuss how NICE tackled the widespread problem of "knowledge sprawl" head-on. Discover how NICE transformed their support experience by moving away from frustrating, keyword-based searches and static link lists, and instead embraced Generative AI and Precision RAG (Retrieval-Augmented Generation). Powered by SupportLogic’s Resolve SX, NICE successfully shifted fr...
The API Trap: Why Direct LLM Consumption Breaks the Enterprise
In this episode we do a technical deep-dive for ML engineers, data architects, and technical CX leaders. We move past the prototype phase to tackle the hard infrastructure and architectural realities of deploying mission-critical Large Language Models (LLMs).
We examine why direct LLM API consumption is an enterprise anti-pattern. By intentionally abstracting away infrastructure complexity, direct integrations introduce unacceptable compliance limitations, fragment governance, and tightly couple applications to individual vendors. We explore the necessity of building a centralized LLM Control Plane to sit between your applications and language models. Discover how this architecture enables <...
SaaS at a Crossroads: Will Salesforce and ServiceNow Survive the AI Disruption?
Are traditional Software-as-a-Service (SaaS) companies facing an existential threat? With the stock market valuations of many SaaS darlings dropping significantly, it is clear that Artificial Intelligence is massively disrupting how software is developed, shipped, and monetized. The winners and losers of this new era are still being decided, but one thing is certain: SaaS is at a crossroads.
In this episode, we explore a talk given by Krishna Raj Raja at Qatar Web Summit, Founder and CEO of the AI-native startup SupportLogic and author of Support Experience, to unpack exactly what it takes to survive the "...
Five Forces Driving the Tech Company Extinction Today
In this episode, we dive into Chapter 1 of Krishna Raj Raja's book to explore why rapid adaptation is the ultimate survival skill for modern businesses. We take a close look at "The Great Adapter," Adobe, and their bold, industry-defining shift to a SaaS-based model with the Creative Cloud. However, as we discuss, even giants like Adobe face continuous existential threats from nimble startups and evolving markets. Join us as we unpack the five massive, converging forces that are rapidly raising customer expectations and rewriting the rules of the tech industry.
Key Topics Covered in This...
How Salesforce overcame its own product limitation and cut escalations by 56%
In this episode, we explore how enterprise software giant Salesforce revolutionized its customer support experience by partnering with SupportLogic. Join us as we dive into how Salesforce shifted its support operations from reactive, backward-looking metrics to proactive, real-time engagement. Hear insights from Salesforce leaders like Katherine Sullivan (SVP of Customer Success) and Jim Roth (President of Customer Success) on solving the "needle in the haystack" problem: identifying difficult, long-running cases before they escalate.
Discover how the integration of AI-powered sentiment analysis and real-time signals empowered Salesforce's swarm leads and engineers to turn negative customer experiences into...
How Red Robin Lost Billions via Spreadsheet Thinking
In this episode, we dissect the dramatic 96% stock collapse of Red Robin, a restaurant chain that once boasted a $92 share price but plummeted to just $3.61 after management prioritized "spreadsheet thinking" over the customer. We explore the catastrophic 2018 decision to eliminate all bussers and expeditors to cut labor costs—a move that resulted in dirty tables, ballooning wait times, and an 85% increase in customer walkaways.
We connect this cautionary tale to the core principles of Krishna Raj Raja’s book, "Support Experience" (SX), which argues that sacrificing the quality of s...
How Snowflake Engineering Support for Hypergrowth
This podcast discusses the remarkable transformation of Snowflake, a data management platform that turned its support organization from a liability into a strategic revenue-generating asset.
We examine the leadership of Angus Klein, Snowflake's VP of Support, and the specific "People, Technology, and Process" framework used to achieve a net dollar retention rate of 151%.
In this episode, we cover:
• The Power of Support Enablement: Why Snowflake invests 30% of its team in enablement roles—three times the industry average—and the creation of the Customer Experi...
How Big Data Blinded Nokia
This episode explores Chapter 3 : Unlock: Hearing the True Voice of the Customer from the book Support Experience.
The discussion centers on why even global giants can fail when they ignore the human narrative behind their data. We look at the "Nokia Paradox"—how a company with a massive market research team missed the smartphone revolution because they prioritized "Big Data" over the "Thick Data" gathered by ethnographer Tricia Wang on the streets of China.
In this episode, we cover:
• Big Data vs. Thick Data: Why big data is e...
How the Yellow State Killed Silicon Valley Bank
Abandoned: The Insidious Reason You're Losing Customers (and You Don’t Even Know It) from the book Support Experience.
The discussion centers on the "Yellow State Problem," a condition where a business performs sub-optimally but hasn't reached a total "Red State" failure yet. While the public saw the 2023 collapse of Silicon Valley Bank (SVB) as a sudden "black swan" event, the author argues that the bank had been in a "Yellow State" for years due to outdated platforms and manual processes that led loyal customers to slowly abandon it long before the ba...
Escaping the CRM Digital Filing Cabinet
Welcome to the podcast that explores the evolution of customer support from a reactive "filing cabinet" of tickets to a proactive System of Intelligence. In a world where traditional CRMs are often "data-rich but insight-poor," we dive into how the SupportLogic Data Cloud is helping organizations outsmart their legacy systems to drive enterprise growth.
In each episode, we talk with experts about moving beyond the "Support CRM Tax" and leveraging AI-enriched telemetry to win the hearts and minds of customers.
What You’ll Learn:
• The...
