Real‑World OpenClaw Case Studies: Revenue, ROI, and Tech Stacks

Note: Names anonymized where needed. Also see legacy case studies hub.

Case 1 — E-commerce support (B2C)

Stack: Hetzner VPS, Claude Sonnet, Telegram + Shopify skill.
Problem: 200+ daily WISMO tickets.
Outcome: 62% auto-resolved, $3.2k/mo support savings, 3-week payback on setup.
Links: support use case, cost playbook.

Case 2 — DevOps alert bridge (B2B SaaS)

Stack: AWS t3.small, GPT-4o-mini + Claude escalation, Slack + GitHub skills.
Problem: Alert fatigue in PagerDuty.
Outcome: Mean time to acknowledge down 28%; sold as $800/mo retainer.
Links: dev automation, API recipes.

Case 3 — Creator content pipeline (solo)

Stack: Mac Mini + Ollama summaries, Discord workflow.
Problem: 10 hrs/week on repurposing.
Outcome: 4 hrs/week saved; monetized template pack ($49) via courses.
Links: creators guide.

Case 4 — Local services lead bot

Stack: DigitalOcean droplet, WhatsApp channel, CRM skill.
Problem: Missed after-hours leads.
Outcome: 18% more booked jobs; freelancer charged $2.5k setup + $400/mo (playbook).