COCO CRM
Built by AI, Run by AI
An AI Agent designed a complete 7-sheet CRM in one evening,
then runs it every day — audits, reconciliation, reports, zero human intervention.
Background: Eating Our Own Dog Food
The COCO team needed to track the full sales pipeline from signup to trial to payment. The traditional approach: buy a SaaS CRM, spend weeks configuring it, then assign someone to maintain it daily.
They chose a different path — let the AI Agent Zylos design and build the entire system directly.
From a requirements description to 7 fully functional spreadsheets: one evening.
Three Pipelines That Run Every Day
Trial Expiration Audit
The system scans all users' trial status, categorizes by urgency — expiring today, this week, or already expired — generates a prioritized follow-up list and sends it directly to the team's group chat.
Real-Time Payment Monitoring
When a Stripe payment notification arrives, Zylos automatically cross-references the CRM, updates the paid users sheet (supporting USD/SGD multi-currency), with zero manual entry — data updates the moment payment lands.
Monthly Status Dashboard
At the start of each month, a color-coded status dashboard is automatically rebuilt, organizing every user's current status so the team starts each month with a complete, up-to-date overview.
Nobody needs to open a spreadsheet to check data manually. The briefing comes to you.
CRM Architecture
| Sheet | Purpose | Update Method |
|---|---|---|
| User Directory | Complete customer profiles — status, plan, expiration dates | Real-time auto |
| Paid Users | Deduplicated paying customers + Stripe cross-verification | On payment |
| Monthly Calendar | Color-coded daily status dashboard | Monthly rebuild |
| SOP | Standard operating procedures | Updated as needed |
| Customer FAQ | Knowledge base of common questions | Continuously growing |
| Zylos Instances | Technical status tracking per user instance | Event-driven |
| Prospect Pool | Lead management and follow-up planning | Continuously updated |
Results
SaaS industry average is ~10%
From payment to CRM update
Fully autonomous AI operations
From payment notification to CRM update, to team alerts, to follow-up list generation — the entire chain runs automatically by AI.
We didn't "build" a CRM — we just described what we needed, and the next day it was there. The strange part is it works better than the tool we were planning to buy.
Why This Case Matters
What the COCO team did with COCO wasn't about speeding up existing work by a little — it was about bringing to life an operations pipeline that would never have existed otherwise, because building it the traditional way would take weeks and real money.
This is a simple proof: If AI can build and continuously operate its own company's CRM from scratch, it can do the same for you.
Let AI Build Your Operations System
Like COCO, start with a single requirements description
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