The 3-Layer Automation Stack every lean startup needs:
1: Data Collection (forms, APIs)
2: Decision Logic (rules, AI scoring)
3: Action Execution (emails, CRM updates)
Most teams stop at Layer 1, then wonder why nothing changes.
The magic? All 3 layers talking seamlessly.
most "automation experts" have never run a business.
here's what 74% of companies get wrong about AI implementation (and the 4-step framework we use at @getdevcore to actually get ROI):
full thread breakdown 👇👇
94% of companies are drowning in repetitive tasks that could be automated.
Yet most founders are still manually:
- Processing invoices
- Onboarding clients
- Managing support tickets
- Updating spreadsheets
Your competition isn't other startups. It's the clock.
AI that just talks isn’t enough.
The real value?
• Book meetings
• Generate reports
• Trigger workflows
• Update dashboards
That’s how we build at Devcore ✅
#AIagents#Automation#TechOps#Workflow
A founder was spending 3 hours a week manually compiling client updates.
We built an AI agent 🤖 that summarizes CRM notes + recent activity into a ready-to-send email.
15 minutes → Done.
Powered by Devcore Cortex. No code. ✅
203 Followers 218 FollowingFounder of @getdevcore-AI agents that run your ops.
Replacing busywork with bots.
Cortex builder. Systems thinker. Tech maximalist
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203 Followers 218 FollowingFounder of @getdevcore-AI agents that run your ops.
Replacing busywork with bots.
Cortex builder. Systems thinker. Tech maximalist
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Storyteller at https://t.co/LzP2yuIl81.
The end of a melody is not its goal.