Introduction/ Use Cases

Use Cases

Decision Gate applies wherever a decision has consequences for people, systems, or outcomes. Below are six common contexts with example gate scenarios.

01
Product
Product Development

Apply the gate before committing to major features, core flow changes, or decisions that alter the product's fundamental positioning and user contract.

"Should we remove the free tier?" — Reversibility Index: 4. Full gate required. For whom must be answered first.
02
Engineering
Software Architecture

Architectural decisions are often irreversible at scale. Gate before adopting a new stack, changing data models, or introducing third-party dependencies.

"Migrate from REST to GraphQL?" — Reversibility Index: 3. Owner must be the senior engineer with full context, not the manager.
03
AI
AI Deployment

Every AI system affecting users requires an AI Decision Gate. The question is not whether the model performs — it is whether the decision to deploy is responsible.

"Deploy AI-based credit scoring?" — Reversibility Index: 5. Full gate + AI checklist. Human override path is mandatory.
04
Strategy
Business Strategy

Entering new markets, pivoting the business model, or exiting a product line carry consequences that ripple across customers, partners, and investors for years.

"Exit the enterprise segment?" — Reversibility Index: 5. GO or KILL — no middle ground. The Decision Owner is the CEO.
05
People
Organizational Change

Restructuring teams, changing reporting lines, or altering performance frameworks affects human beings. These decisions demand the most rigorous gate of all.

"Move to async-first culture?" — Reversibility Index: 3. For whom must be answered with explicit research, not assumption.
06
IT
IT Transitions

Vendor changes, cloud migrations, and infrastructure overhauls carry compounded risk, time cost, and organizational stress. Gate at the moment of commitment.

"Switch cloud provider?" — Reversibility Index: 4. Who takes responsibility? is the critical blocker in this gate.

Apply it today — no setup required.

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