Blog
Insights on e-commerce operations, AI workforce deployment, and the hidden costs that prevent mid-market brands from scaling.
The Hidden Labor Tax: What Repetitive Tickets Actually Cost Your Business
The average e-commerce company spends $4.50 per L1 ticket. At 3,000 tickets/month with 40% being repetitive, that's $64,800/year in hidden operational overhead.
Why AI Copilots Don't Reduce Headcount
AI copilots assist human agents but don't eliminate the need for them on repetitive tickets. Here's why the copilot model falls short for L1 support.
The Hybrid Brain Architecture: How Runstack Separates Thinking from Doing
Pure LLM agents are unpredictable. Pure rule-based systems are rigid. Runstack's Hybrid Brain architecture combines AI intelligence with deterministic safety.
What 47-Second Resolution Does to CSAT
When resolution time drops from 4 hours to 47 seconds, CSAT doesn't just improve — the entire customer relationship changes.
LumaGlow: 82% Autonomous Resolution in 30 Days
LumaGlow deployed Atlas to handle 3,200 monthly support tickets. Within 30 days, 82% were resolved autonomously with a 4.7 CSAT score.