Case study · 03 of 03
Slack-native AI affiliate manager. Built for affiliate program operators because I am one. Multi-LLM router with provider failover.
Overview
Ezra is an AI affiliate manager that lives in Slack. Brand operators set it up once, then run their day-to-day from Slack: outreach drafts, partner vetting, weekly performance reports, payout runs.
Behind the bot is a multi-LLM router that fails over across Anthropic, Bedrock, Vertex, and OpenAI so the assistant never goes down because one provider does.
The problem
Affiliate program managers spend hours every week on repetitive tasks. Drafting outreach emails. Vetting new partners. Compiling weekly performance reports. Chasing payment delays. The work is high-leverage when done well and tedious when done by hand.
Slack is where affiliate teams already work. Most affiliate tools are web dashboards you open once a day. That's the wrong interface for ambient, ongoing operational work.
The approach
The primary surface is Slack. The web dashboard exists for onboarding, billing, and the occasional drill-down, but operators run the program from where they already chat.
Anthropic primary, Bedrock secondary, Vertex tertiary, OpenAI quaternary. If any provider rate-limits or goes down, the next one picks up. Operators don't see provider outages.
Gmail, Outlook, WhatsApp, Telegram, Notion. The bot reaches partners on whichever channel they prefer. All plumbed through Composio so the build focuses on the affiliate-operations domain logic.
38+ pages on textezra.com targeting affiliate-tool search intent. Vs pages, alternatives pages, how-to guides. Inbound trial signups within weeks of shipping.
Stack
Results
38+
SEO pages in two weeks
4
LLM providers in failover
Live
Slack workspace integration
Back to start
Trcker