You're paying someone to copy data between tools, chase updates, and rebuild the same report every Monday. That work is automatable, most of it has been for years, and the AI part is what finally handles the messy middle: the unstructured email, the PDF that isn't a form, the judgment call about which record this belongs to.
I build automations that run unattended in production. Not a Zapier chain that breaks silently, but Python services with logging, retries, and a failure path that tells you when something needs a human.
What this covers: report generation and delivery, CRM enrichment and routing, inbox triage and reply drafting, document and invoice extraction, lead qualification, data sync between systems that don't talk to each other.
Stack: Python, FastAPI, LangGraph, n8n where it genuinely fits. OpenAI, Anthropic, Gemini. Zoho, HubSpot, Slack, Gmail, Sheets, Notion, Airtable, or any REST API.
Recent: a Zoho CRM reporting agent, and an AI concierge with 50+ integrations handling support and routing in production since launch.
Tell me the task you'd hand to a new hire on day one. That's usually the right first automation