Insights
The pattern repeats. The operating model can change.
Anonymized case examples showing how official systems become export buttons, spreadsheets become operating systems, and a governed edge layer restores the path back to usable truth.
CRM core, Airtable edge, spreadsheet truth
RevOps built Airtable views. Finance exports more CRM data than it needs because filtering feels easier in a spreadsheet. Teams get flexibility, but IT inherits a larger data surface and weaker governance.
Outcome: Governed edge with clear source-of-truth boundaries, narrower extracts, and workflows that keep insight and execution connected to the systems leadership already funds.
Start an Architecture ReviewUngoverned AI tools across operations
Copilots and automations adopted before security review or support ownership existed.
Outcome: AI operating model with use-case tiers and evaluation criteria.
AI Operating Models →MSP selection without buyer-side architecture
Migration proposals with incompatible assumptions about resilience, staffing, and total cost.
Outcome: Tradeoff model and 30/60/90 plan aligned to constraints.
Infrastructure →