Now

I'm building

AVA

An AI workforce orchestration platform for small businesses.

I'm currently focused on lead qualification and outbound marketing, while building the underlying agent infrastructure required for reliable execution.

Sector 5 Labs

Building the studio and figuring out what an AI-native digital agency should look like.

I'm thinking about

• AI-native businesses.
• Distribution.
• How much operational work small businesses can delegate to AI.
• How product design changes when software can act rather than just respond.

I'm learning

• Agent architectures.
• Reliable AI workflows.
• Evaluation and observability.
• Building businesses instead of just building software.