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Alternative Data for Research, Risk, and Forecasting

Institutional-grade alternative data sourcing, normalization, and forecasting

Built for real investment processes

End-to-End Alternative Data Services

Put alternative data to work in real investment workflows.

We cover the full lifecycle, from vendor discovery and procurement through AI-assisted parsing, normalization, and signal research.

Signal Research & Forecasting

We translate alternative indicators into features, backtests, and forecasts that can be monitored over time.

Use outputs that stand up to investment committee review and deploy cleanly with your quant and research engineering teams.

Parsing, QA & Normalization

Alternative data arrives messy, including JSON feeds, text, imagery, logs, and edge cases.

We build repeatable pipelines with automated quality checks, standard schemas, and consistent time and entity alignment.

Ontologies, Reference Data & Entity Mapping

Use standardized ontologies to represent entities, instruments, products, and locations across vendors.

We map alternative datasets to your reference data and security master, improving joinability, reducing false matches, and producing consistent features for research and production.

Data Procurement & Vendor Due Diligence

We identify datasets aligned to your investment questions and coverage requirements. We evaluate provenance, licensing/usage rights, historical depth, and operational feasibility before you commit.

Auditable Data Engineering and Applied AI

We make alternative data defensible and decision-ready by combining provenance-first sourcing, ontology-led normalization, and transparent modeling so insights hold up in research, risk reviews, and production.

Insights in Numbers

67%

Managers using
Alt Data

94%

Plan to Increase Budgets

7k +

Available Datasets

$31B

2026 spend estimate

79%

Integration is the
#1 challenge

Built for Institutional Data Stacks

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Introductory Scoping Session

Start with your use case and target universe. We’ll propose the data categories, sourcing plan, and delivery approach, then handle procurement, normalization, and forecasting inputs end to end.

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