# Simulated Pilot Verified ✅

> **Disclosure:** All telemetry points and ROI projections below are fictitious constructs for readiness planning. They must be replaced with consented, production-grade data before any external reporting.

## Simulated Telemetry & ROI Baseline (Pre-Deployment)

**Context:** Dataset generated from Vaultfire CLI telemetry exports in simulation mode. Wallet handles, timestamps, and reflections are synthetic placeholders designed to mirror partner-scale volume without referencing real participants.

### Mock Telemetry Dataset (Excerpt)
```json
[
  {
    "wallet": "vf_comm_011",
    "module": "community_xp",
    "timestamp": "2024-02-11T14:22:18Z",
    "xp_awarded": 42,
    "mission_id": "COMM-23A",
    "belief_resonance": 0.93,
    "reflection_summary": "Scaled mutual aid circle to 15 households."
  },
  {
    "wallet": "vf_edu_204",
    "module": "cross_platform_education",
    "timestamp": "2024-02-12T09:05:44Z",
    "xp_awarded": 28,
    "mission_id": "EDU-NS3-44",
    "belief_resonance": 0.74,
    "reflection_summary": "Advocated for accessibility in quiz redesign."
  },
  {
    "wallet": "vf_loyalty_777",
    "module": "global_retail_loyalty",
    "timestamp": "2024-02-12T22:14:09Z",
    "xp_awarded": 65,
    "mission_id": "LOY-POS-88",
    "belief_resonance": 0.88,
    "reflection_summary": "Triggered donation match in APAC branch."
  },
  {
    "wallet": "vf_comm_099",
    "module": "community_xp",
    "timestamp": "2024-02-13T17:48:03Z",
    "xp_awarded": 37,
    "mission_id": "COMM-23B",
    "belief_resonance": 0.85,
    "reflection_summary": "Hosted civic upskill workshop."
  },
  {
    "wallet": "vf_edu_318",
    "module": "cross_platform_education",
    "timestamp": "2024-02-14T12:12:52Z",
    "xp_awarded": 31,
    "mission_id": "EDU-NS3-51",
    "belief_resonance": 0.76,
    "reflection_summary": "Documented governance vote rationale."
  },
  {
    "wallet": "vf_loyalty_842",
    "module": "global_retail_loyalty",
    "timestamp": "2024-02-15T03:33:25Z",
    "xp_awarded": 58,
    "mission_id": "LOY-POS-102",
    "belief_resonance": 0.81,
    "reflection_summary": "Upsold regenerative products."
  }
]
```

### Module Adoption Outlook
| Module | Simulated Adoption Rate | Projected Live Uplift |
| --- | --- | --- |
| Community XP Loop | 72% of invited wallets submitting missions within 7 days | +14–18% once live community ambassadors activate |
| Cross-Platform Education | 61% of staged learners completing NS3 quiz sets | +12–16% with LMS notifications and accessibility endorsements |
| Global Retail Loyalty | 58% of synthetic shoppers engaging multipliers weekly | +20–24% when POS personalization and marketing sync |

### Belief-Driven ROI Model
- **Retention Impact:** Simulated data indicates a 10.8% lift in 60-day retention for community cohorts. Extrapolating to live deployment suggests a 15% lift when belief reflections generate peer storytelling assets.
- **Corporate Social Responsibility (CSR):** Tracking belief-aligned missions reveals a simulated +22% increase in CSR-aligned narratives submitted by participants. Partners can translate this into annual sustainability reporting inputs with an expected live uplift of 30% once authentic testimonials are gathered.
- **Loyalty Conversion:** Belief multipliers correlated with a +9% simulated increase in repeat purchases. Forecasting with live shopper sentiment suggests 16% uplift, factoring in localized messaging and charitable co-marketing.

These projections remain **pre-deployment** indicators. Each metric must be revalidated with real participant consent, jurisdiction-specific compliance reviews, and production infrastructure monitoring before partners report outcomes to their boards.
