Custom AI Model Development — Data Sourcing + Build (Model-Only)

🎯 What’s included:

• Use-case framing & metric design
• Data sourcing (open data, licensed vendors, light scraping)
• Labeling plan & schema design (basic manual or weak supervision)
• Feature engineering + 3–4 model candidates
• Validation (time-split/backtests), bias & drift checks
• Handoff documentation

📦 Deliverables:

• Curated dataset snapshot + provenance notes
• Trained model files + training pipeline
• Inference script (CLI/Python) and integration guide
• No hosting/deployment (you or your devs integrate)

🧩 Great for:

• Greenfield problems without ready data; forecasting, pricing, risk, NLP

📝 Requirements:

• Clear business objective & constraints
• Approval for data sources/licensing

⚠️ Disclaimers:

• Data availability may limit performance; licenses remain client’s responsibility
• Not financial/medical/legal advice
• No refunds after sourcing kicks off