Results for RUGD Intelligence

Open report Download Markdown report HTML audit view Print-friendly audit Inspect audit Download JSON audit Download Research Package Download research Markdown Research Brief

Recommendation: do-not-proceed

Score: Not calculated — methodology pending approval.

INSUFFICIENT_DEMAND_EVIDENCE: present

Investor readiness: internal

Human review status: pending

human_review_approved: false

Demand evidence provenance:

  • revenue_trailing_12m: placeholder
  • demand_evidence: placeholder

Engine 0.1-pilot. Service tier on this file: analyze. Authoritative financial numbers below come only from the 0.1 engine.

Analyst

Demonstration Analyst. No external AI service is connected.

Optional explanation. The analyst cannot alter authoritative results, clear flags, set human_review_approved, or change investor readiness.

  • Demonstration Analyst. No external AI service is connected.
  • This analyst can explain the current assessment. It cannot change engine results, clear a recommend-against flag, approve review, or mark a recommendation final.
  • The RUGD Intelligence baseline is read-only. Its draft remains do-not-proceed until measured evidence and an authorized review change it.
  • Insufficient information to calculate the startup cost build. Construction cost, seats, average ticket, occupancy, operating days, and contribution margin are required.
  • The deterministic draft recommendation is do-not-proceed. It is not final.
  • INSUFFICIENT_DEMAND_EVIDENCE is present. Demand evidence status is uncleared.
  • Human review status is pending.
  • Demand provenance revenue_trailing_12m: placeholder.
  • Demand provenance demand_evidence: placeholder.
  • Recommend-against flag still active: INSUFFICIENT_DEMAND_EVIDENCE.
  • Evidence gap still open: FINANCIAL_INPUTS_NOT_MEASURED. The analyst cannot close it.
  • Evidence gap still open: UNEVALUATED_OPERATOR_CAPACITY. The analyst cannot close it.
  • Evidence gap still open: UNEVALUATED_REGULATORY_OR_LIABILITY. The analyst cannot close it.
  • Evidence gap still open: UNEVALUATED_STEWARDSHIP. The analyst cannot close it.
  • Monthly base cash flow from the engine is 0.0.
  • Monthly downside cash flow from the engine is 0.0.
  • The engine did not calculate sources and uses for this assessment. The analyst does not supply a cost or a DSCR.
  • Investor readiness is internal. The analyst cannot change the Investor Readiness Gate.
  • human_review_approved remains false. This explanation is not evidence and is not final.

Open the analyst page

Limitations

This is a prototype. Demonstration data is not real market research. Reviewer authentication remains prototype-grade.

Demand evidence

Status: uncleared

INSUFFICIENT_DEMAND_EVIDENCE is active.

No verified trailing revenue above zero and no user or verified demand_evidence value of true.

Clearing or leaving this flag does not mark the result investor-ready.

Recommend-against flags

  • INSUFFICIENT_DEMAND_EVIDENCE

Evidence gaps

  • FINANCIAL_INPUTS_NOT_MEASURED
  • UNEVALUATED_OPERATOR_CAPACITY
  • UNEVALUATED_REGULATORY_OR_LIABILITY
  • UNEVALUATED_STEWARDSHIP

Missing information

  • Insufficient information to calculate the startup cost build. Construction cost, seats, average ticket, occupancy, operating days, and contribution margin are required.

Durable Value guidance

Educational guidance — not a DVT evaluation.

No score is calculated. These prompts do not change the recommendation, flags, readiness, or human_review_approved.

Considerations next to flags and gaps

  • Market & Demand Reality. Next to engine flag INSUFFICIENT_DEMAND_EVIDENCE. Practical prompt: Write the demand question that is still open. This note does not clear INSUFFICIENT_DEMAND_EVIDENCE.
  • Financial Feasibility & Capital Requirements. Next to engine flag FINANCIAL_INPUTS_NOT_MEASURED. Practical prompt: Restate the cash-flow or capital flag in plain language. Do not replace an engine number.
  • Operational Readiness & Capacity. Next to engine flag UNEVALUATED_OPERATOR_CAPACITY. Practical prompt: Write the capacity question that is still open. Do not mark capacity adequate in this note.
  • Risk Profile (market, execution, financial, regulatory). Next to engine flag UNEVALUATED_REGULATORY_OR_LIABILITY. Practical prompt: Describe the open risk as a question. This note does not resolve it.
  • Stewardship Indicators (reinvestment capacity, resilience, continuity potential). Next to engine flag UNEVALUATED_STEWARDSHIP. Practical prompt: Write the reinvestment question only. This note does not clear EXTRACTION_WITHOUT_REINVESTMENT.

Other educational prompts

  • Competitive Position & Differentiation. Not next to a flag on this result. Practical prompt: Name the alternatives already described by the user. Do not add a share, a rank, or a score.
  • Implementation Feasibility (for AI or operational improvements). Not next to a flag on this result. Practical prompt: List the next practical check. This note is not an implementation result.

Educational notes

Optional notes stored on the assessment. Non-authoritative. They are not engine inputs.

The official baseline does not store educational notes.

Evidence Gaps

Derived from the engine flags and missing fields already on this result. No score is added.

  • INSUFFICIENT_DEMAND_EVIDENCE is an active engine flag. It is listed because the engine raised it.
  • Engine gap flag: FINANCIAL_INPUTS_NOT_MEASURED.
  • Engine gap flag: UNEVALUATED_OPERATOR_CAPACITY.
  • Engine gap flag: UNEVALUATED_REGULATORY_OR_LIABILITY.
  • Engine gap flag: UNEVALUATED_STEWARDSHIP.
  • Engine missing field: Insufficient information to calculate the startup cost build. Construction cost, seats, average ticket, occupancy, operating days, and contribution margin are required.

Key Assumptions

These are the assumptions already stored on the intake. A customer entry is a user-supplied assumption, not verified data.

  • approved_pilots: ['RUGD Intelligence', 'Bunny Hive']. Source: verified. docs/04-Pilot-Scope.md, Approved Pilots. This is evidence of project scope. It is not evidence of customer demand.
  • pricing_and_process_viability: open. Source: verified. docs/04-Pilot-Scope.md Success Criteria still calls for a clear statement of whether pricing and process are viable. No price is stated in /docs.
  • methodology_can_recommend_stop: True. Source: verified. docs/00-RUGD-Methodology.md Purpose: the methodology must be capable of recommending against a proposed action when evidence does not support proceeding.
  • initial_capital: 0. Source: ai_interpretation. No capital amount is stated in /docs. Zero is a placeholder so the engine can run. It is not a measured cash balance. inputs_are_measured is false.
  • monthly_fixed_costs: 0. Source: ai_interpretation. No cost amount is stated in /docs. Zero is a placeholder, not a measured cost.
  • gross_margin_pct: 0. Source: ai_interpretation. No gross margin is stated in /docs. Zero means the margin is not established. It is not a measured margin of zero percent in the market.
  • projected_monthly_revenue_base: 0. Source: ai_interpretation. No revenue forecast is stated in /docs. Pricing viability is still an open pilot question. Zero is a placeholder, not a forecast.
  • downside_revenue_multiplier: 0.6. Source: ai_interpretation. 0.6 is the default argument on FinancialInputs in engine/financial.py. It is not a measured downside for this venture.

Risk Summary

  • Active recommend-against flag: INSUFFICIENT_DEMAND_EVIDENCE. The draft recommendation is do-not-proceed.
  • This summary restates engine flags. It is not a new score and it does not clear a recommend-against flag.

Suggested Next Research Steps

Each step restates an engine flag, a missing field, or the demonstration market snapshot. These steps are not a recommendation.

  • INSUFFICIENT_DEMAND_EVIDENCE: Gather verified demand evidence and record it as verified trailing revenue above zero, or as demand_evidence true with source verified. Re-run before reconsideration.
  • FINANCIAL_INPUTS_NOT_MEASURED: Replace unmeasured financial inputs with measured figures, set inputs_are_measured to true, and re-run.
  • UNEVALUATED_OPERATOR_CAPACITY: Record operator_capacity_adequate as true or false with source user or verified.
  • UNEVALUATED_REGULATORY_OR_LIABILITY: Record unresolved_regulatory_or_liability as true or false with source user or verified.
  • UNEVALUATED_STEWARDSHIP: Record extraction_without_reinvestment as true or false with source user or verified.
  • The engine listed this missing item: Insufficient information to calculate the startup cost build. Construction cost, seats, average ticket, occupancy, operating days, and contribution margin are required. This page does not fill it.
  • Market observation available on this page: Synthetic example only: a cost-pressure note with no source dataset. Synthetic example only: a competitive-opening note with no source dataset. Live feed connected: false. These observations do not clear INSUFFICIENT_DEMAND_EVIDENCE.
  • These steps do not set human_review_approved and do not change investor readiness.

Monthly base and downside

base_monthly_contribution0.0
base_monthly_cash_flow0.0
downside_monthly_cash_flow0.0
break_even_monthly_revenueNone
months_to_break_even_baseNone

Sources and uses, scenarios, and DSCR

No sources-and-uses table is shown. The engine did not calculate the startup cost build.

Missing startup inputs were not filled.

Methodology § Core Principles — deterministic calculations, and human approval before a final recommendation. Methodology § Investor Readiness Gate — this path does not mark the assessment investor-ready. human_review_approved: false is_final: false investor_ready: false Construction cost was not supplied. The cost build and the three views were not calculated.

Engine text
Methodology § Core Principles — deterministic calculations, and human approval before a final recommendation.
Methodology § Investor Readiness Gate — this path does not mark the assessment investor-ready.
human_review_approved: false
is_final: false
investor_ready: false
Construction cost was not supplied. The cost build and the three views were not calculated.

Open report Download Markdown report HTML audit view Print-friendly audit Inspect audit Download JSON audit Download Research Package Download research Markdown Research Brief