BUCKVISIONAI 50.6

Confidence Gate & Founder Approval Dashboard

The founder safety layer after the autonomous scoring run. This dashboard defines how GREEN, YELLOW, and RED intelligence results become approved recommendations, revision tasks, hold decisions, or customer information requests.

Autonomous Foundation Scoring Run Report Production Gate Report Draft Builder Final QA & Delivery Readiness Learning Feedback Loop

GREEN — Draft Ready

Pass

Strong evidence, clear recommendation, safe wind/access logic, and usable customer action steps.

  • High confidence
  • Risk warning included
  • Clear stand or zone
  • Report draft allowed

YELLOW — Founder Review

Review

Good potential, but evidence is partial, conflicting, missing context, or needs human hunting judgment.

  • Partial map clarity
  • Weak camera context
  • Access concern
  • Seasonal uncertainty

RED — Hold / Request Info

Stop

Recommendation should not become customer-facing because evidence is missing, risky, or too low confidence.

  • Missing map
  • Unsafe wind/access
  • No location context
  • Low confidence

Approve

Go

Move recommendation into the report draft pipeline.

  • Actionable
  • Defensible
  • Customer-ready
  • Risk explained

Revise

Edit

Send back to analyst or AI workflow for stronger explanation, clearer risk notes, or better priorities.

  • Clarify why
  • Add fallback stand
  • Add access caution
  • Improve confidence note

Request Info

Ask

Trigger a customer follow-up when required information is missing.

  • Need better screenshot
  • Need stand locations
  • Need camera locations
  • Need access notes

Founder Approval Flow

Autonomous Scoring Output
→ Confidence Gate
→ GREEN / YELLOW / RED
→ Founder Decision

GREEN:
Approve → Report Draft

YELLOW:
Founder Review → Approve / Revise / Request Info

RED:
Hold → Request Info or Reject Recommendation

Minimum Approval Requirements:
- Evidence source
- Confidence score
- Risk warning
- Best wind
- Entry / exit caution
- Clear customer action

Founder Rule for 50.3

Autonomous intelligence should accelerate the workflow, not replace judgment. The founder approval gate protects customer trust by stopping weak, risky, or generic recommendations before delivery.