Scott Shultz · CTO · Author · Operator
Practical frameworks for enterprise leaders, grounded in three decades of building and operating technology.
CTO, Activate Games · Former technology leader at Topgolf and Exeter Finance
The Governed Loop
A reference architecture combining AWS AI-DLC coordination and Superpowers-guided execution, with clear boundaries for context, tools, verification, and production.
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Turn AI-generated output into dependable production change through small batches, clear contracts, disciplined review, and accountable teams.
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A practical operating model for understanding AI costs, assigning ownership, and funding measurable business value.
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Move from counting technology deliveries to owning customer, operating, and financial outcomes.
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Start with the team practices that turn AI output into reliable change.
Start with the framework Explore related insightsConnect architecture and consumption to accountable business outcomes.
Start with the framework Explore related insightsDefine and measure the results the business needs technology to deliver.
Start with the framework Explore related insightsSelected leadership outcomes
Examples from Scott’s work at Topgolf, documented in public career updates and partner case studies.
19 → 100+ venues
At Topgolf, Scott helped support expansion from 19 to 100+ venues through technology infrastructure, digital media, delivery, and support, alongside entry into new international markets.
Earlier Topgolf career update$125,000 annually
In 2016, Scott led consolidation of Microsoft purchasing into an Enterprise Agreement, delivering $125,000 in annual savings while expanding available capacity and solutions.
2016 project in Scott’s public profileConsistent venue operations
At Topgolf, Scott helped standardize the audiovisual control experience so trained employees could move between venues and operate the same controls without retraining.
SAVI’s Topgolf case studyAuthorship
How AI agents replace work, reinvent companies, and leave slow competitors behind.
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Why faster code can slow the company—and how technology leaders can restore clarity, trust, and outcomes.
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Practical, high-impact sessions for boards, executive teams, technology leaders, and organizations working through the realities of transformation.