ABQ Institute

Framework for AI Context in Enterprise

Your AI is brilliant — on everything except your company.

Today’s models are astonishingly capable. But they don’t know your decisions, your rules, or how your team actually works — so on the things that matter most, the answers stay generic.

FACE is where you build that missing context — one curated source of truth your agents and your people both work from.


  1. 1.company
  2. 2.departments
  3. 3.products
  4. 4.projects

  • ✓One source of truth — your team and your AI read the same files.
  • ✓One human owner per layer — someone reviews every change.
  • ✓Git-native — versioned, reviewable, portable. Your repo, your data.
  • ✓Tool-agnostic — markdown in your own Git repo. Any tool can read it; none of them owns it.
How FACE works →
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Framework for AI Context in Enterprise

Your AI is brilliant — on everything except your company.

Today’s models are astonishingly capable. But they don’t know your decisions, your rules, or how your team actually works — so on the things that matter most, the answers stay generic.

FACE is where you build that missing context — one curated source of truth your agents and your people both work from.


  1. 1.company
  2. 2.departments
  3. 3.products
  4. 4.projects

  • ✓One source of truth — your team and your AI read the same files.
  • ✓One human owner per layer — someone reviews every change.
  • ✓Git-native — versioned, reviewable, portable. Your repo, your data.
  • ✓Tool-agnostic — markdown in your own Git repo. Any tool can read it; none of them owns it.
How FACE works →
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