Beta Sigma is a technical partner for forensic, damages, and arbitration teams. We provide advanced data science for economic litigation and international arbitration—helping forensic economists scale evidence analysis with rigorous methods, causal inference, geospatial tools, and much more.
We have worked in cases spanning a number of industries including Infrastructure and construction, Energy and oil & gas, Fintech and banking, Utilities, and Blockchain and DeFi. Our experience in banking and fintech gives us a strong footing in regulated, evidence-heavy environments. We bring the same discipline to dispute and damage work: turning raw evidence into defensible, audit-ready inputs for expert valuations.
Our core capabilities include causal inference for but-for scenario support, automated document extraction (including turning figures and maps into analysable data), geospatial and temporal forensics, and blockchain and DeFi data forensics. We support the methodology and data foundations that economic experts rely on.
How we support forensic and damage analysis
We provide the technical foundations that forensic and damages teams need: structured evidence, robust causal analysis, spatial exhibits, and litigation-safe pipelines. We blend economic and technical expertise, so we understand the problems from both angles and get the most out of our partnerships with economic experts. Below is how we do it by capability.
Causal and but-for support
We support the production of economic valuations by supplying inputs and models that experts use. We build data-based but-for scenario estimation and related causal building blocks for damage methodologies, implementing difference-in-differences, synthetic controls, event studies, and assumption stress-testing—operationalizing the methodology your experts defend.
Evidence ingestion and structuring
We turn documents and non-tabular sources into analysable datasets. We work with engineering reports, financial records, etc. and specialise in translating figures, maps, and graphs from reports into structured data. Pipelines are reproducible and documented so that every step from raw evidence to analysis is traceable and audit-ready.
Geospatial and temporal analysis
We deliver damage mapping, infrastructure mapping, and analysis of spatial effects and progress of works. We extract spatial information from construction and engineering maps and build defensible quantitative exhibits for arbitration and litigation
Blockchain and DeFi data analytics
For matters involving crypto or DeFi we provide on-chain data retrieval, smart contract interaction, and historical analysis. We also build risk and stress-testing tools for DeFi protocols. This complements our work in traditional evidence types and supports disputes or investigations where digital assets or protocols are relevant.
FAQs for our Data Science Startup
How does Beta Sigma work?
We act as a technical extension of your team. We build small, focused engagements: evidence structuring, causal implementation, geospatial analysis, or end-to-end litigation-safe pipelines. We collaborate with your experts and counsel as needed.
Who do you serve?
We work with economic consulting firms, law firms, arbitral teams, and in-house counsel on matters involving damages, infrastructure disputes, contract breaches, and regulatory investigations. We also serve fintech and banking clients on credit, fraud, and risk.
What types of evidence do you work with?
Engineering reports, financial records, satellite imagery, blockchain and smart-contract data, and documents containing figures, maps, and graphs that we convert into structured data. We tailor pipelines to your matter and confidentiality requirements.
What makes your approach different?
We combine economics, causal inference, and data engineering with a focus on reproducibility and defensibility. We support your experts rather than replacing them—implementing methodology cleanly and keeping a clear audit trail.
How can I contact Beta Sigma?
You can reach us by filling out the contact form on our website or by emailing us at info@betasigma.com. We’ll get back to you as soon as possible.
Get Started Today
Need technical support on evidence, but-for scenarios, or litigation-safe analytics? Get in touch.
