Bringing Atlanta's Mid-Market Into the Agentic Economy

Sharing my learnings on organizational AI optimization, Atlanta's AI community, and how this technology is reshaping our economy.

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Our services

Community

Tyler volunteers as Atlanta's Claude Community Ambassador, hosting free Claude Community events, and co-hosts The AI Collective Atlanta — where the city's builders meet in person.

Embedded AI Operating Partner

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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

Organizational AI Enablement

Token Spend Reduction and AI ROI
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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

Workshops and Training

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Hands-on Claude training that takes teams from curiosity to capability — built on your own stack and your own work, and taught by Tyler Sztuka.

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

Select case studies

Relay · AI-Mediated Communication
A lean team that communicates like a much larger one
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Content Engines
One input becomes a week of on-brand content
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AI SaaS Deployment
From AI prototype to production feature
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