AI-Agent Reporting Automation

Production AI-agent service that turns stakeholder requests into verified BI reports end to end: a request posted in Basecamp triggers a gated agent workflow that validates SQL against approved business logic, creates or updates the Metabase report, and verifies every write by exact read-back before replying with evidence. Containerized Node.js services (Docker Compose) with a fully offline test suite and CI. Built to cut the analytics team's ad-hoc reporting load - and to prove AI agents can be trusted with production writes when properly gated.

Solid setup. One thing that has saved me a lot in write-capable agents: log every agent turn (prompt, tool calls, outcome) to an audit table and add a replay mode — when a report comes out wrong, you can reproduce the exact run instead of debugging blind. Also worth setting a...

Hook: Most businesses don't need another full-time hire — they just need 5 automated workflows to save 20+ hours a week. ⚙️

Here is how I use n8n to help founders and teams cut operational overhead:

CRM Automation: Syncing leads instantly from forms to CRM and notifying Slack/WhatsApp in real time.

AI-Powered Workflows: Connecting n8n with OpenAI/Claude to automatically draft email replies and summarize reports.

Data Integration: Seamlessly moving data between custom databases, Stripe, and Google Sheets without breaking a sweat.

Self-hosted, cost-effective, and custom-built for your exact business logic.

📌 Building or scaling your tech stack? Drop a comment or send a DM to discuss how we can automate your manual work.