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RabbitHawk

Research & Decision Science

Research built into the product

Forecasting, optimization and applied AI for real decisions under real constraints.

Dr Christoph Bergmeir
Dr Peter Stuckey
Dr Wray Buntine
Dr Abishek Sriramulu
Dr Frits de Nijs
Meet the researchers
indexed research outputs
1,181indexed research outputs
combined citations
53,485combined citations
Clarivate Highly Cited Papers in forecasting
Top 1%Clarivate Highly Cited Papers in forecasting

Scientific foundations

From research result to product behavior

Probabilistic forecasts, coherent hierarchies, constraint-aware recommendations and governed human intervention.

Research → product

  • Hierarchical forecasting

    Local forecasts do not aggregate coherently across the enterprise

    Reconciled forecasts across every level

  • Probabilistic forecasting

    Point forecasts hide risk

    Full predictive distributions, intervals and scenario ranges

  • Optimization

    Forecasts do not tell teams what to do

    Constraint-aware recommendations

  • Agentic AI

    Context is trapped in emails and notes

    Adaptive elicitation, semantic routing and governed context workflows

  • Human-in-the-loop AI

    Automation without trust creates resistance

    Belief review, governed publication and intervention lineage

  • Alignment science

    Teams optimize against conflicting goals

    Goals & Guardrails within Forecasting & Optimization

Research database

Search the indexed record by title, author, venue, category or year. Records include peer-reviewed work, preprints, books, chapters and other scholarly outputs.

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1,181 results · page 44 of 99

2016

Learn the science behind the engine

“Forecasting for Data Scientists”, a free 30-chapter video course by co-founder Dr Christoph Bergmeir, from fundamentals to advanced deep learning.

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Research & Decision Science | RabbitHawk