Sierra ships a strong agentic AI. Where Richpanel separates: your CX team owns the eval framework (Sierra keeps it vendor-side), the rollout is a 30-min PoC on the demo call + 2-week pilot + 4-week full deployment, and the 50% resolution in 30 days guarantee shifts the risk to us.
These operators left an established helpdesk for Richpanel. The pattern repeats across every switch we run: fewer agents, lower cost per ticket, faster cutover.
Our cost per ticket dropped around 70%, $500K in annual savings. CSAT went from 88% to 96% and held.


Zero backlog last BFCM, the first time in years. We went from 18 agents down to 10, live in under two weeks.

Sierra ships a strong agentic AI. Where Richpanel separates is in three places that decide enterprise rollouts: who orchestrates the AI, who owns the quality framework, and who absorbs the deployment risk.
Sierra is the agent. You still need someone to run it — set policy, route escalations, evolve SOPs, watch for drift. With Sierra that's your CX leader plus a Sierra CSM. With Richpanel, the CX Manager AI is the orchestration layer: monitors operations, evolves tools per tenant, escalates to humans on the calls that matter. Built once, runs autonomously.
Every enterprise AI vendor scores hallucination, accuracy, tone, escalation correctness. The question is who can read it and who can change it. Sierra's Observability and Monitors give aggregate dashboards — you see the score, not the test cases or prompts. Richpanel exposes the full eval framework: every test case authored by your CX team, every regression visible, every prompt change auditable. The CX leader owns the AI quality story.
Sierra deployments typically run 8-16 weeks per industry reporting. The Agent SDK is powerful but expensive to integrate. No published SLA, no money-back commitment, multi-year contracts typical. Richpanel runs a 30-min PoC live on your data on the demo call, then a 2-week paid pilot, then 4-week full deployment. And the 50% resolution in 30 days guarantee shifts the risk to us. Miss the bar, get your money back.
Book the demo and we build a PoC on your help center + a sample of your tickets while you watch. From there: 2-week paid pilot, 4-week full deployment, 50% resolved in 30 days or your money back. No slide deck. No commitment.