Blog
Insights on AI customer support, product updates, and building smarter support experiences.
Support Ticket Volume Spikes: Why They Happen and How to Handle Them Without Burning Out Your Team
Support ticket volume spikes are an inevitable reality for growing B2B SaaS companies, triggered by product launches, billing cycles, and third-party outages. This article breaks down the root causes of spikes, how to spot early warning signs, and the concrete strategies scalable support teams use to absorb sudden surges without burning out their people.
Matt Pattoli
Support Chatbot Analytics Dashboard: What It Is, What to Track, and Why It Matters
A Support Chatbot Analytics Dashboard is the command center behind your AI support agent, turning raw conversation data into actionable intelligence. This guide covers what the dashboard does, which metrics matter most, and how to interpret them together to determine whether your chatbot investment is truly delivering for customers.
Grant Cooper
AI Support Performance Metrics: The Complete Guide to Measuring What Actually Matters
Traditional support metrics were built for human agents and produce a dangerously distorted picture when applied to AI. This guide presents a strategic measurement framework for AI Support Performance Metrics that captures resolution quality, autonomous performance at scale, and the business outcomes that actually determine whether your AI support investment is working.
Matt Pattoli
AI Agent Continuous Learning: How Support Systems Get Smarter Over Time
AI agent continuous learning replaces static support bots — which grow outdated as products evolve — with systems that refine their understanding from every customer interaction, correction, and signal. This article breaks down what continuous learning actually means in practice for B2B support and product teams, separating real capability from marketing hype.
Grant Cooper
AI Support Data Privacy: What B2B Teams Need to Know Before Deploying AI Agents
AI support data privacy is a critical consideration for B2B product and support teams deploying AI agents, as the same customer data access that makes AI useful also creates serious compliance and vendor accountability risks. This guide walks through what data AI agents actually touch, which regulations apply, how to evaluate vendor risk, and how to build internal privacy practices that protect customers without sacrificing automation efficiency.
Matt Pattoli
AI Support Agent Training Data: What It Is, Why It Matters, and How to Get It Right
AI support agent training data determines whether your AI support agent gives accurate, on-brand answers or confidently wrong ones — and getting it right doesn't require a data science team. This guide explains what quality training data looks like, why it matters more than the model itself, and how to build it from your existing support workflows.
Grant Cooper
Support Chatbot Response Accuracy: What It Is, Why It Matters, and How to Improve It
Support chatbot response accuracy determines whether automated support actually helps customers or quietly erodes their trust — and most teams aren't measuring it correctly. This article explains what response accuracy really means, why it matters more than containment rates, and how to systematically improve it before failures reach your customers.
Matt Pattoli
AI Support & SOC 2 Compliance: What B2B Teams Need to Know Before Deploying
AI support SOC 2 compliance is a critical checkpoint for B2B teams before deploying AI support agents, touching procurement, security, legal, and product stakeholders alike. This practical guide breaks down what SOC 2 actually means in the context of AI-powered customer support, and what questions teams need to answer before signing on the dotted line.
Grant Cooper
Support Automation Compliance: What B2B Teams Need to Know Before Automating Customer Support
Support automation compliance is the foundational architecture that allows B2B teams to scale AI-driven customer support without exposing sensitive data or failing regulatory scrutiny. This guide walks through what product and support teams need to evaluate — from audit trails to data handling — before and after deploying support automation at scale.
Matt Pattoli
Knowledge Database Software Free: Best Options in 2026
Compare knowledge database software free options with freemium and open-source tools. Evaluate limitations and plan your upgrade to an AI-first solution.
Grant Cooper
What Is CRM Automation? Boost Your SaaS Sales & Support
Discover what is crm automation, how it works, and why B2B SaaS teams use it to scale sales, support, and retention effectively.
Matt Pattoli
Call Recording Analysis: Your 2026 Guide
Master call recording analysis with our 2026 guide. Learn transcription, sentiment, QA, compliance & how AI turns calls into insights.
Grant Cooper