Blog
Insights on AI customer support, product updates, and building smarter support experiences.
Customer Service Automation Implementation Cost: What You Actually Need to Budget For
Understanding the true customer service automation implementation cost goes far beyond vendor licensing fees—it encompasses integration work, configuration, ongoing maintenance, and internal team time that rarely appear on initial quotes. This guide breaks down every budget layer support leaders need to account for, helping teams avoid mid-implementation shortfalls and build a realistic financial plan before committing to a platform.
Grant Cooper
What Is a Contextual AI Support Agent? (And Why Generic Chatbots Fall Short)
A contextual AI support agent goes beyond keyword matching to understand a user's real-time situation—what screen they're on, what they've already done, and where they're stuck—delivering precise, relevant support instead of generic help articles. This approach addresses the core failure of traditional chatbots, which respond to words rather than context, making them especially ineffective for complex B2B SaaS products where user needs are highly situational.
Matt Pattoli
Customer Feedback Analysis: A Guide to Driving Revenue
Learn customer feedback analysis from start to finish. Our guide covers goals, methods, tools, and a 5-step workflow to reduce churn and grow revenue.
Grant Cooper
7 Proven Customer Support Strategies for Small Business Growth
Small businesses can now compete with enterprise-level responsiveness using modern AI-powered tools and smart workflows. This guide outlines seven actionable customer support strategies for small business teams to deliver fast, personalized service, reduce ticket backlogs, and build customer loyalty—without the overhead of a large support staff.
Matt Pattoli
9 Best Customer Support AI Platforms to Buy in 2026
Choosing the right platform when you buy customer support AI platform solutions can be overwhelming, but this comprehensive guide evaluates nine leading options across autonomous resolution, integrations, and pricing to help B2B teams find the best fit. From AI-native architectures to legacy helpdesk upgrades, the breakdown covers key differentiators to match your specific support stack needs.
Grant Cooper
8 Customer Experience Automation Best Practices That Actually Scale
Implementing customer experience automation best practices requires more than deploying chatbots — it demands a strategic approach that balances efficiency with genuine customer value. This guide outlines eight proven strategies for product teams and support leaders to build intelligent automation systems that resolve issues autonomously, scale without added headcount, and maintain the human touch needed to retain customers rather than frustrate them into churning.
Matt Pattoli
Optimizing Support Team Workflows: A Step-by-Step Guide for B2B Teams
Optimizing support team workflows doesn't require an overnight overhaul—this step-by-step guide walks B2B support managers through six practical steps to reduce ticket resolution times, eliminate repetitive manual work, and deploy automation strategically across platforms like Zendesk, Freshdesk, and Intercom.
Grant Cooper
How to Deflect Support Tickets with AI: A Step-by-Step Guide
Learn how to deflect support tickets with AI by automating responses to repetitive customer questions before they reach your agents. This step-by-step guide covers proper configuration, content requirements, and escalation paths to meaningfully reduce ticket volume while maintaining customer trust and freeing your team for complex, high-value interactions.
Matt Pattoli
When to Escalate to a Human Agent: A Step-by-Step Decision Framework
A fumbled AI-to-human handoff can frustrate customers and erode trust just as quickly as a bad product experience. This six-step decision framework helps support teams define exactly when to escalate to a human agent, ensuring seamless transitions that protect customer relationships, reduce churn, and let AI handle the volume it was designed for.
Grant Cooper
How to Reduce Live Chat Volume with Automation: A Step-by-Step Guide
This step-by-step guide shows support teams how to reduce live chat volume with automation by auditing chat traffic, identifying repetitive inquiries, and deploying AI agents to handle predictable questions. The result is shorter wait times, less agent burnout, and a smarter support operation where human expertise is reserved for complex, high-value conversations.
Matt Pattoli
9 Best Tools for Overcoming AI Support Limitations in 2026
Discover the 9 best platforms for addressing AI support limitations and solutions in 2026, covering tools that go beyond basic automation to deliver context-awareness, intelligent escalation handling, seamless human handoff, and actionable analytics. Ideal for B2B teams evaluating or replacing underperforming AI support systems, this guide evaluates each platform against criteria including multi-channel capability, integration depth, and continuous learning.
Grant Cooper
9 Best Support Automation Platforms in 2026 (And What to Look for Before You Buy)
This guide evaluates nine leading support automation platforms for 2026, helping teams define their support automation platform requirements before buying—covering ticket volume, AI capabilities, integration needs, and scalability considerations to match the right tool to your specific operational context.
Matt Pattoli