
The Specialists Delivering Actual ROI
Customer Experience Revolution
- Sierra, Ema, and Decagon are transforming customer support from a cost center to a revenue driver. These aren’t chatbots — they’re “empathetic, conversational, and personalized support agents” that understand context, emotion, and intent. The key insight: customer service is pattern matching at scale, perfectly suited for agent automation.
Sales & Revenue Acceleration
- 11x has created digital employees that actually work: Alice identifies decision makers and schedules meetings autonomously, while Mike conducts phone calls in 28 languages with personalized, low-latency responses. This isn’t augmentation; it’s the replacement of entire job functions.
- Rox reimagines CRM entirely — not just storing customer data but predicting needs and proactively engaging to drive revenue. The shift from reactive to proactive represents a fundamental reimagining of sales processes.
- Zip’s evolution in procurement from “assistive tools to fully autonomous agents” demonstrates the vertical progression pattern: start with data analysis, add guided automation, then achieve full autonomy with minimal human oversight.
The Development Revolution
- Cognition Labs’ Devin achieved 13.86% issue resolution on SWE-bench without human intervention — a metric that sounds modest until you realize it’s doing the work of junior developers autonomously. The implications are staggering: not augmenting developers but replacing entire layers of the development pyramid.
- Cursor/Anysphere takes a different approach: AI-powered environments that make human developers 10x more productive rather than replacing them. This human-in-the-loop approach may prove more sustainable as organizations grapple with the implications of fully autonomous development.
Specialized Domain Experts
- Moveworks for IT support, MultiOn for web automation, Beam AI for business processes — each carves out a specific niche where domain expertise matters more than general intelligence. The pattern is clear: vertical specialization beats horizontal generalization in delivering measurable ROI.









