When AI Actually Replaces Humans: The Walkable Story
Mikhail Rogalsky, co-founder of Ukraine's Monobank, just did something that sounds like science fiction but is becoming business reality. He fired his entire team at Walkable, his hobby project, and replaced them with artificial intelligence.
Not partially. Not "AI-assisted." Completely replaced.
Now Claude handles development, bug fixes, and customer communication. Automated algorithms run the show. Rogalsky just supervises.
Before you dismiss this as a tech billionaire's experiment, consider what this means for your business.
The Real Numbers Behind Team Replacement
Here's what most founders won't admit: small teams waste enormous time on predictable tasks.
Research shows startups spend 60% of their time on repetitive work:
- Responding to similar customer questions
- Writing basic code variations
- Testing and bug documentation
- Status updates and internal communication
- Data entry and processing
For a 5-person team, that's 3 full-time employees doing work a chatbot could handle.
Rogalsky's move wasn't radical—it was mathematically obvious.
What Tasks AI Actually Handles Well
The Walkable experiment reveals which business functions AI can genuinely replace today:
Customer Support (80% of tickets)
- Common questions about features
- Password resets and account issues
- Basic troubleshooting guides
- Escalation to humans only for complex problems
Development Work (routine coding)
- Bug fixes for known issues
- Code reviews for standard patterns
- Documentation updates
- Basic feature implementations
Business Operations
- Data processing and analysis
- Report generation
- Workflow coordination
- Performance monitoring
What AI still can't do: Strategic decisions, creative problem-solving, complex negotiations, building relationships.
The Small Business Application
You don't need Monobank money to apply these lessons. Here's how small businesses can start:
Start with customer support automation. Build a chatbot that handles your top 10 most common questions. Most CRM integration takes 2-3 weeks to implement properly.
Automate data collection next. If you're manually tracking leads, competitor prices, or market data—stop. Parsers and scrapers can do this 24/7 without coffee breaks.
Then workflow automation. Connect your tools so information flows automatically. When a lead fills a form, it should automatically enter your CRM, trigger follow-up sequences, and notify your sales team.
The key is starting small and expanding based on what actually works.
Why This Matters for Business Automation
Rogalsky's experiment proves a crucial point: AI replacement works best for well-defined, repeatable processes.
Walkable had clear workflows. User does X, system responds with Y. Customer reports bug, team follows checklist Z. These patterns are perfect for AI automation.
Your business probably has similar patterns:
- Order processing workflows
- Customer onboarding sequences
- Inventory management
- Basic financial reporting
- Social media posting schedules
The question isn't "Can AI replace my team?" It's "Which parts of my team's work are actually just following scripts?"
Practical Next Steps
Don't fire everyone tomorrow. But start identifying tasks that humans do mechanically:
- List your team's daily repetitive tasks
- Calculate time spent on each
- Start with the most time-consuming, least creative work
- Build or buy automation for one task at a time
- Redeploy human talent to strategy and growth
The businesses that thrive in the next five years won't be those with the most people. They'll be those who best combine AI efficiency with human creativity.
Rogalsky just showed us what that looks like at scale.
Ready to automate your business processes? We build custom AI tools, chatbots, and workflow automation for small businesses. From customer support bots to competitor analysis tools—let's discuss what makes sense for your specific situation. Get in touch at abzlab.net