Vision: AI Agents as Business Transformers

The goal is to build AI agents that solve specific, targeted problems better than traditional software or manual labor. The mission: Automate effectively, create value rapidly.

Strategic Approach

Look for Hidden Potential

• Target industries with repetitive administrative tasks
• Focus on "butter passing jobs" - work that humans find tedious and time-consuming
• Seek opportunities where AI can dramatically reduce labor costs and increase efficiency

Finding Your Niche

• Leverage personal industry connections
• Dig deep into specific workflows that are ripe for automation
• Identify areas where current solutions are inefficient or frustrating

Solve Specific Problems

• Build narrow, specialized AI agents for distinct industry verticals
• Aim to replace entire teams or functions with targeted automation
• Focus on measurable business impact, not just technological novelty

Go-to-Market Strategy

• Target high-level decision makers who see the strategic value of AI
• Demonstrate clear ROI and efficiency gains
• Avoid direct confrontation with teams that might feel threatened by automation

Agent Development

• Create AI solutions that integrate seamlessly into existing workflows
• Prioritize:
  • Ease of implementation
  • Scalability
  • Minimal disruption to current processes

Metrics That Matter

• Track concrete business outcomes:
  • Labor cost reduction
  • Efficiency improvements
  • Time saved
  • Quality of output

2025 Milestones

Business Goals

• Launch at least one AI agent solving a critical industry workflow
• Demonstrate 50%+ efficiency improvement for target customers
• Secure early adopters in a specific vertical

Technical Goals

• Build modular, adaptable AI agent architecture
• Create reusable components for future solutions
• Contribute to open-source AI tooling

Key Insights

• AI agents are not just a technological experiment but a strategic business transformation
• Specialization is key - focus on doing one thing exceptionally well
• The most valuable solutions will emerge from deep industry understanding

TL;DR

1. Find boring, repetitive tasks that can be automated
2. Build narrow, specialized AI agents
3. Focus on delivering clear business value
4. Target decision makers who see the strategic potential
5. Iterate quickly and stay adaptable

The future belongs to those who can turn AI from a buzzword into a business advantage.