Helping scale-ups integrate AI for competitive advantage and operational efficiency.
Companies I've worked with
For scale-ups that know AI matters but don't know where to start — or that wasted budget on tools that went nowhere.
90-minute call to validate a decision, unblock your AI roadmap, or pressure-test a direction before you commit resources.
The prevailing narrative is that AI should replace people.
I disagree.
AI is an exponential force for human potential.
The companies that win with AI won't be the ones that cut the most people.
They'll be the ones that amplify their talent and build products their competitors can't.
Your developers are using Copilot, Cursor, and Claude Code. But nobody agreed on what, how, or why. The result? Inconsistent code, security risks, and zero productivity gains. Here's how to fix it.
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2024 was experimentation. 2025 was prototypes. 2026 is execution. The companies that treated AI as a toy are now scrambling. The ones that built a strategy are pulling ahead. Which camp are you in?
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You've invested in AI tools. Maybe even hired an "AI lead." But your ROI is invisible and your team is frustrated. The problem isn't the technology — it's the absence of a strategic framework. Here's what's missing.
Read more2024 was experimentation.
2025 was prototypes.
2026 is execution.
And most scale-ups are not ready.
☕️ Let’s talk AI strategy