RESEARCH CAPABILITY01 / 05
Strategy research & evaluation
Typical scope
Hypothesis design, factor assessment, model diagnostics and empirical testing.
Potential deliverables
Research notes, model specifications and analytical prototypes.
01 / CLIENT SERVICES
Quantitative Research
& Advisory
Defined research engagements for professional market participants. We focus on specific analytical questions, documented methods and deliverables that can be examined and used.
Discuss a research projectRESEARCH CAPABILITIES
Work built around
the question.
Services are scoped to the client's objectives, data, constraints and intended use. The examples below are capability areas, not packaged trading products.
RESEARCH CAPABILITY02 / 05
Backtesting & validation
Typical scope
Out-of-sample checks, parameter sensitivity, realistic costs and scenario analysis.
Potential deliverables
Validation reports, reproducible test results and limitations assessments.
RESEARCH CAPABILITY03 / 05
Market data & analytics
Typical scope
Data quality, cleaning, transformation and research-ready dataset preparation.
Potential deliverables
Documented datasets, data specifications and analytical workflows.
RESEARCH CAPABILITY04 / 05
Portfolio & risk analytics
Typical scope
Exposure analysis, drawdown characteristics, dependencies and stress scenarios.
Potential deliverables
Risk studies, portfolio diagnostics and decision-support analyses.
RESEARCH CAPABILITY05 / 05
Research implementation support
Typical scope
Turning agreed analytical methods into documented, maintainable research workflows.
Potential deliverables
Python prototypes, test routines and implementation documentation, where contracted.
ENGAGEMENT MODEL
Defined scope.
Useful outputs.
Every engagement should establish the research question, inputs, validation criteria, expected outputs and treatment of confidential information before work begins.
- 01
Frame
Clarify the objective, available data and practical constraints.
- 02
Scope
Agree deliverables, methodology, responsibilities and commercial terms.
- 03
Research
Conduct the analysis, test assumptions and document findings.
- 04
Deliver
Provide the contracted outputs and discuss limitations and next steps.
Engagements may be structured as fixed-scope projects, milestone-based work or ongoing research support. Commercial terms and intellectual property rights are agreed for each project.
PRACTICAL DELIVERABLES
Designed to withstand
scrutiny.
Research is most useful when the supporting evidence, assumptions and limitations are visible. The objective is to make findings understandable and, where appropriate, reproducible.
Discuss an engagement