The AI Experimental Lab

A series of vertical AI apps (since 2020)

Since 2020, I’ve worked on a set of narrowly-scoped AI apps designed to replace entire operational workflows across different industries.

• 100k+ end users reached
• Hundreds of businesses onboarded
• Millions of automated decisions executed
• Multiple products operating autonomously
• Several systems open-sourced

Amal Active

AI-native spreadsheet for GTM teams

Amal replaces formulas and static dashboards with AI agents that reason, act, and update the workspace continuously.

• 1000+ paying users
• Dozens of AI-native startups on enterprise plans
• Daily usage across GTM, recruiting, and research teams

joinamal.com

Sentinel Team-Operated

Autonomous video intelligence for physical businesses

Sentinel turns passive cameras into autonomous agents that observe, reason, and act in real time.

• Deployed across dozens of locations
• Used by Dunkin’ Donuts franchises
• Thousands of hours of video processed weekly

joinsentinel.com

Triage AI Team-Operated

AI-native customer support platform purpose built for B2B · Backed by Antler and Microsoft Startups

Triage was built as a ground-up rethinking of B2B customer support. Instead of tickets or queues, it treated support as a continuously-running decision system.

• Millions of support interactions processed
• Fully autonomous operation
• Core components open-sourced

triage-ai.com

The AI Experimental Lab represents what happens when software is allowed to do the work end-to-end.