Notes on running AI agents on real inbound lines.
Seamless AI Voice Agent SIP Integration: Keep Your Infrastructure, Gain Efficiency
Integrate AI voice agents with your existing SIP and CRM without disruption. Learn how managed AI handles tier-1 interactions, provides full context for escalations, and writes clean outcomes to your CRM.
A/B Testing Customer Service: A Practical Guide to Optimizing AI Agent Greetings
Learn how to use A/B testing with AI voice agents to optimize customer service greetings, improve resolution rates, and enhance unit economics.
Catching Every Interaction: How 100% AI-Powered QA Transforms Your Contact Center Process
Traditional contact center QA sampling misses critical errors. Learn how 100% AI-driven quality assurance on your rubric flags every outlier for coaching.
No-Code AI Agents vs Conversational Tuning
Why no-code AI agent builders fall short for non-technical teams — and how conversational tuning is a more intuitive way to manage and improve agents.
AI Debt Collection Compliance: How AI Voice Agents Support FDCPA and Reg F Best Practices for First-Party Lines
Explore how AI voice agents enhance compliance for first-party debt collection, supporting FDCPA and Reg F best practices, improving unit economics, and ensuring consistent, compliant interactions.
Achieving 100% BPO Quality Assurance: Moving Beyond the 2% Sample
Discover how AI-powered BPO quality assurance delivers 100% conversation scoring on your rubric, providing actionable insights at scale for better performance.
Managed vs Self-Hosted AI Voice Agent: What You're Really Buying
Understand the true costs and benefits of managed vs. self-hosted AI voice agents for your contact center. Go beyond per-minute rates to see the full picture.
AI Voice Agent Per Minute Pricing: Understanding the All-Inclusive Model
Demystify AI voice agent per minute pricing. Learn what an all-inclusive model covers, from telephony to continuous optimization, ensuring predictable unit economics for your contact center.
A/B Testing AI Agents: Iterating Safely on Live Customer Interactions
Learn how to A/B test AI agents safely on live traffic using a Primary/Challenger model. Improve performance without risking customer experience or unit economics.
Cost Per Clean Hour: The Real Unit Economics of AI on a BPO Line
Explore how AI agents transform BPO unit economics by redefining cost per handled interaction, improving quality, and supporting compliance.
From Pilot to Live: Deploying an AI Voice Agent in One Week
Learn how to deploy an AI voice agent on a safe slice of inbound traffic in just one week. A practical playbook for US contact centers.
Build vs. Buy AI Voice Agent: When DIY Becomes a Costly Detour
Deciding to build vs. buy an AI voice agent is critical. Learn when DIY solutions hit a wall and a managed service delivers better unit economics and performance.
Launch Day WISMO Storms: A Playbook for AI in E-commerce Customer Service
Learn how AI voice and chat agents manage 'Where's My Order?' (WISMO) inquiries on launch day, ensuring fast answers and seamless escalation for e-commerce businesses.
After-Hours Answering Service: How AI Voice Agents Transform Patient Booking for US Dental Offices
US dental offices lose bookings after hours. Discover how AI voice agents provide an advanced after hours answering service, integrating with systems for seamless scheduling and emergency escalation.
Why Customers Hang Up on Your AI Receptionist
Why callers abandon calls with AI receptionists — and how a clean human handoff with full context keeps them on the line.
Deploying an AI Booking Agent for Your Salon: A Practical Guide for Same-Day Setup
Learn how an AI booking agent can transform your salon's operations, manage appointments, and enhance client experience with rapid, practical setup.
What to Actually Test When You Demo an AI Voice Agent
Move beyond scripted AI voice agent demos. Learn what to probe: conversational fluidity, real-time context hand-off, and practical integration for your contact center.
AI Voice Agent Latency and Barge-in: What Breaks Real Calls
A slick AI voice agent demo often hides critical flaws. Learn why latency and barge-in break real calls and what to test before deployment.
Empowering AI Agents: Instant, Self-Expiring Knowledge for Dynamic Operations
Learn how AI agents can instantly update their knowledge with time-sensitive facts that expire automatically, reducing manual effort and improving accuracy.
How to Train AI Voice Agents Without Writing Code
Train AI voice agents in plain language, not code — supervisors onboard AI like new hires, with built-in version control and testing.
Who's Liable When AI Gets It Wrong? Your AI Voice Agent Guardrails Checklist
Understand AI voice agent liability and build robust guardrails. This checklist helps manage risks and ensure responsible, effective deployment for your contact center.
Calculating the True Cost of Missed After-Hours Calls for Your Contact Center
Uncover the real financial impact of missed after-hours calls. Learn a practical method to calculate costs and improve your contact center's unit economics.
AI Financial Services Customer Service: What Stays Human
Where AI helps in financial-services support and what should stay human — tier-1 automation, real account data, and human escalation with full context. Not legal advice.
Auditability in AI Customer Service: Preventing Fabrication in Regulated Environments
For regulated industries, AI agents must not fabricate records. Learn how 100% conversation analytics and AI-driven QA ensure auditable, truthful interactions.
How to Set Up AI Voice Agents in Days, Not Months
Learn how gptagent enables rapid, self-serve deployment of AI voice agents. Start from a template, tune by chatting, test in a sandbox, and go live quickly.
Strategic AI Human Handoff Design for BPOs: Optimizing Human Agent Value
BPOs can optimize operations and customer experience with strategic AI human handoff design. Learn to define AI scope, manage exceptions, and elevate human agent roles.
The AI to Human Handoff: Why Full Context Is Non-Negotiable
Why a seamless AI to human handoff with full context beats a cold transfer — for customer satisfaction and your unit economics.
Beyond Channel-Specific Bots: The True Omnichannel AI Agent with Shared Memory
Learn how a single AI agent with one customer memory across all channels transforms contact centers, improving experience and unit economics.
When to Escalate to a Human: Designing AI Agent Rules for Optimal CX
Learn how to design effective escalation rules for AI voice agents. Understand when AI resolves vs. when to escalate to a human with full context for better CX.
Stopping AI Hallucination in Customer Service — Ask, Don't Guess
Learn how AI agents avoid hallucination in customer service by consulting human experts, ensuring accurate answers and a seamless experience without cold transfers.
Escalation with Full Context: How to Reduce Average Handle Time for Your Agents
Learn how AI voice agents with full-context escalation can significantly reduce average handle time (AHT) and improve unit economics for your contact center.
Handling Call Volume Spikes Without Hiring: A New Approach for Your Contact Center
Learn how AI voice and chat agents manage call volume spikes, particularly Monday mornings, without needing to hire or train new staff.
Multilingual AI Customer Service: One Agent for English, Spanish, and More
Serve customers in English, Spanish, and other languages with a single AI agent. Reduce costs, improve consistency, and unify your contact center operations.
How to Choose an AI Voice Agent: A Decision Framework for Contact Centers
Evaluate AI voice agents effectively. This framework helps contact centers assess capabilities, integration, and unit economics to make an informed choice.
Mastering Contact Center Budgets: The Power of Predictable AI Voice Agent Pricing
Avoid budget shocks with transparent AI voice agent pricing. Understand how usage-based models, forecasting, and soft alerts provide control over your contact center unit economics.
Why scoring 100% of calls beats sampling 2%
A 2% QA sample tells you almost nothing about the other 98%. Here's what changes when an AI judge scores every conversation instead.
Measure Your AI Agents Like You Measure Your Human Agents
Learn how to apply familiar contact center metrics like FCR, AHT, CSAT, and QA to AI agents, ensuring clear performance measurement and improved unit economics.
Managed vs. BYO AI Voice: Unpacking the True Cost for BPOs
BPOs weigh managed vs. BYO AI voice. Understand the hidden costs of building your own AI agents versus the comprehensive value of a managed service.
How Much Does an AI Voice Agent Cost? Unpacking the True Unit Economics
Don't get burned by hidden fees — how to calculate the true all-in cost of an AI voice agent: unit economics, integration, and ongoing performance.
AI Implementation in Contact Centers: A BPO's Guide to Phased Transition
Learn how BPOs can achieve seamless AI implementation in contact centers, integrating AI into existing operations without disruption and optimizing unit economics.
When AI Agents Are Cheaper Than Offshore BPO — And When They Aren't
An honest look at the unit economics of AI voice and chat agents versus offshore BPO, helping contact center leaders make informed decisions.
Mastering Call Center Peak Capacity Without Adding Headcount
Learn how to manage fluctuating call center peak capacity and improve unit economics using AI agents, without the burden of hiring or attrition.
AI Agent Quality Assurance: Coaching Your Digital Workforce
Discover how to apply human agent coaching principles to AI agent quality assurance. Gain 100% visibility into every interaction with AI-powered review.
AI in Collections: Navigating FDCPA and Reg F Compliance with Automated Agents
Explore how AI voice and chat agents can support FDCPA and Reg F compliance in collections, focusing on consistent messaging, documentation, and when to escalate to a human agent with full context.
AI Phone TCPA Compliance: Why Inbound-Only Is a Strategic Choice
Understand the critical distinction between AI calling and inbound AI phone agents for TCPA compliance. Learn why an inbound-only approach minimizes risk.