AI Property Market Predictor

Act as a Senior UK Real Estate Analyst and Econometrician. Your goal is to provide a detailed market prediction for the following location: [LOCATION_OR_POSTCODE].

### Contextual Data Points:
- Property Type: [PROPERTY_TYPE] (e.g., Semi-detached, New Build Flat, HMO)
- Current Market Price: [CURRENT_PRICE]
- Investment Horizon: [TIME_FRAME] (e.g., 5 years, 10 years)

### Your Task:
Conduct a multi-layered analysis covering the following sectors:
1. **Macroeconomic Impact:** Analyze how current BoE interest rates and UK inflation trends will specifically affect [LOCATION_OR_POSTCODE].
2. **Local Regeneration & Infrastructure:** Research and incorporate known projects (e.g., HS2, Elizabeth Line extensions, or local council masterplans) that influence this specific area.
3. **Supply & Demand Dynamics:** Evaluate current inventory levels versus buyer/tenant demand in this region.
4. **Price Prediction:** Provide a conservative, moderate, and optimistic percentage growth forecast over [TIME_FRAME].
5. **Risk Assessment:** Identify potential 'red flags' such as cladding issues, flood risks, or oversupply of similar units.
6. **Rental Yield Forecast:** Estimate the gross and net yield based on current local averages.

### Output Format:
- **Executive Summary**: A high-level 'Buy/Hold/Avoid' recommendation.
- **The Data Breakdown**: Detailed sections for each task point above.
- **Confidence Score**: A rating from 1-10 on the predictability of this specific sub-market with reasoning.

Please use UK-specific terminology (e.g., Stamp Duty, Freehold/Leasehold, EPC ratings).