AI & Machine Learning

Custom ML models, GenAI applications, and agentic systems — built to run in production, not in a notebook.

Forecasting, recommendation, scoring, retrieval, and reasoning — explained, monitored, and owned by the business.

Capabilities

Custom ML: bespoke models for your business context, from demand forecasting to anomaly detection.

Hybrid ML + GenAI architectures: structured predictions enriched with natural-language reasoning.

Agentic systems: multi-step agents that reason, plan and execute workflows with guardrails.

Conversational analytics: ask questions in plain English, get charts, tables and explanations — no SQL required.

Computer vision for quality inspection and shelf monitoring.

Selected outcomes

Helped a leading US CPG manufacturer increase RGM price-pack effectiveness by 21% using SKU-level elasticity models, a GenAI recommendation assistant and agentic scenario simulation.

Helped a leading US production studio increase streaming engagement by 27% with a GenAI pipeline generating platform-specific key art and synopses tuned to audience insight.

  • Beige Bananas — Data & AI, Built with Love
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  • Strategy & Advisory
  • Data Engineering
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  • Media & Entertainment
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  • Modern BI is Broken
  • The Dirty Secret of Data Quality
  • Cultural Capital
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  • The Squeeze
  • Beyond the Prompt: Agentic AI
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