[ 05 ] AI Instagram DM sales agent
Hotclo
Durable workflows that take an Instagram DM from first message to booked call: qualify the lead, score it, hold the conversation, and hand over to a person when intent shows.
Role
Backend & agent workflow engineering
Stack
- TypeScript
- NestJS
- Inngest
- Prisma
- Vector memory
What it delivers
- Runs intake, enrichment, conversation, follow-up, human handover, and booking as separate durable workflows that survive retries and long waits.
- Scores each lead against an ideal-customer profile with weighted cosine similarity, and explains the score.
- Keeps each account's conversation memory isolated, and pauses the AI for human review when a lead is ready to buy.