🧩 VI. EFFICIENCY: performance & costs
Summary
D1–D4 matrix, fuel strategy, and the 5-minute ritual in Presence for controlled cognitive ROI.
The daily ritual lives in Presence — daily action cockpit .
The four reasoning levels (D1–D4)
/ D4 \ <-- Strategy & simulation (expert)
/ D3 \ <-- Authoring & precision (powerful)
/ D2 \ <-- Drafts & daily work (standard)
/ D1 \ <-- Triage & filtering (flash)
| Level | Task type | Engine used |
|---|---|---|
| D1 / D2 | Triage & daily drafts | ⚡ Fast & economical |
| D3 / D4 | Expertise & simulation | 🧠 Powerful & precise |
- 🔋 Fuel strategy
- Optimization: The system automatically picks the least costly AI for each cycle step.
- Cognitive ROI: You pay maximum power only for strategic decisions.
- ⚡ The 5-minute ritual
- Method: 5 minutes per day in Presence to validate and teach 📈.
- Result: A machine that automates itself 🚦 day by day.
Usage governance (organization)
- D1/D2: approvals can be delegated to mission leads to absorb daily flow.
- D3/D4: sensitive approvals stay with leadership.
- Emergence: law editing remains restricted to authorized roles.
Economic degraded mode
- Under budget pressure, the system prioritizes D1/D2 usage instead of abruptly stopping operations.
- High-value tasks can be rescheduled under leadership validation.
- The firm keeps operational continuity with an explicit cost-control frame.
Simulator (prototype)
- D1–D2: strong human control, minimal cost.
- D3–D4: maximum power, reinforced audit.