Automating Business Vetting with OpenClaw: A Case Study
A developer has shared how they automated their business vetting process using OpenClaw, moving from manual verification to an AI-powered system.
The Problem
After launching their MoR platform, they experienced a surge in business verification requests. Each profile submission required deep investigation to decide on approval, consuming significant time, causing constant context switching, and becoming particularly draining when rejections were necessary.
The Solution
They built the Kelviq vetting system that runs entirely on OpenClaw. The workflow is:
- A profile submission triggers a message to Discord that tags their Kelviq bot
- Their OpenClaw server picks up the request
- The AI agent analyzes the website, compares it against their policies, and makes a decision
- The bot outputs an approval or rejection, a detailed reasoning statement, the appropriate category, and a confidence score
The Stack
- OpenClaw image deployed on DigitalOcean
- OpenRouter subscription
- Discord for messaging
This implementation handles initial screening and speeds up customer onboarding for their business verification process.
📖 Read the full source: r/openclaw
👀 See Also
Exploring Success Stories for the Android Companion App via Tailscale
Discover how Android companion apps leverage Tailscale to enhance security and connectivity, based on discussions from the OpenClaw community.
Self-hosting OpenClaw for Slack: Three failure modes and a managed alternative
A developer documented three failed attempts at self-hosting OpenClaw for Slack, encountering WebSocket disconnections, API outage handling issues, and silent token rotation failures before switching to SlackClaw.ai, a managed service.
Practical Criticism of LLM Memory: Immutable Reflections & Ephemeral Sessions as Solutions
A critique of long-running sessions, life-companions, and LLM-wiki memory, offering solutions like immutable reflections, issue-bound session chains, and prompt templates to avoid intent loss and context overload.
Using Claude AI to Create Reusable App Marketing Checklists for Solo Developers
A solo iOS developer used Claude AI to build a comprehensive marketing checklist covering pre-launch, launch week, and post-launch tasks, reducing the process from two weeks to one afternoon per app.