Bringing Atlanta's Mid-Market Into the Agentic Economy

Not a vendor on retainer. SZD Labs embeds with founders, ops leads, and domain specialists to put AI to work where their judgment already lives — expanding what a team can do, without anyone becoming an engineer.

• Works inside your operating rhythm, not alongside it
• Builds with the people who already own the work
• Leaves capability behind, not dependency

The real question behind every adoption is what ROI actually looks like, and how a company gets there. This engagement answers it with numbers — mapping where the spend goes, cutting what it does not need to be, and tying what is left to outcomes leadership already tracks.

• Model and token spend mapped against real usage
• Workloads right-sized to the model that actually fits
• ROI framed in the terms the business already reports

Hands-on Claude training that takes teams from curiosity to capability — tailored to your stack and your people, run by Atlanta's Claude Community Ambassador.

• Built around the tools and workflows you already use
• Everyone leaves having actually built something
• Slides, recordings, and materials stay with the team