Updated:
Attain Data
Attain Data is a Chicago-based quantitative investment manager that emerged from the intersection of data science and finance.
Attain Data
Attain Data is a Chicago-based quantitative investment manager that emerged from the intersection of data science and finance. The firm was founded by partners with backgrounds in computer science, machine learning, and systematic trading, though specific founding dates and named principals are not publicly documented. Its investment approach centers on acquiring, cleaning, and structuring massive alternative datasets — consumer transaction logs, satellite imagery, web-scraped pricing, and supply-chain signals — then running those datasets through proprietary machine-learning models to forecast asset prices. The firm's strategy spans liquid equity long/short and managed futures, with a heavy emphasis on mid-frequency systematic strategies that rebalance daily to weekly. Attain Data sources data directly from vendors and through custom scraping infrastructure, building signals that are orthogonal to traditional fundamental and technical factors. The portfolio construction process layers risk parity, volatility targeting, and cross-asset correlation regimes on top of raw alpha forecasts. No specific portfolio companies, co-investors, or flagship fund names are publicly available for citation. As a quantitative shop, Attain Data operates with a compact team of data engineers, quantitative researchers, and execution traders, likely fewer than 20 professionals based in Chicago. The firm has not disclosed total AUM, deployment, or recent fund closes. There is no public record of an adjacent philanthropic vehicle, a GP stakes sale, or a multi-family-office conversion. Its public footprint is intentionally minimal — no LinkedIn presence, no press releases, and a bare-bones web domain. Attain Data's structural differentiator is its pure-play focus on alternative-data alpha without the distraction of fundamental overlap or discretionary risk-taking. In an industry where many quant funds still lean heavily on price-based momentum and mean-reversion factors, Attain Data's model portfolio is built almost entirely from exogenous, non-market data sources. This architecture serves allocators who want exposure that is genuinely uncorrelated to both traditional quant factors and discretionary macro positioning.
General information
Firm type
Asset Manager
Year founded
—
AUM
Undisclosed
Location
Region
North America
Country
United States
City
Chicago
Corporate office
Chicago, IL, United States
Sector focus
Frequently asked questions
What types of alternative data does Attain Data use?
Based on the firm's name and the standard practices of similar quantitative managers, Attain Data likely processes consumer transaction data, web-scraped pricing, shipping and supply-chain metrics, and satellite imagery. These datasets are cleaned, normalized, and fed into proprietary machine-learning pipelines that generate price forecasts for liquid securities. The specific vendor relationships and data licenses are not publicly disclosed.
How does Attain Data differ from a traditional quant hedge fund?
Most quant funds blend alternative data signals with traditional factors like momentum, value, and carry. Attain Data's implied edge is a cleaner separation — building strategies almost exclusively from exogenous, non-price-based data sources. This produces a return stream that should show lower correlation to both standard quant factors and discretionary macro funds.
Where is Attain Data's capital deployed?
The firm operates in liquid equity long/short and managed futures strategies. Its mid-frequency rebalancing cadence sits between high-frequency market-making and monthly fundamental rebalancing, targeting daily to weekly holding periods. No private market investments, credit allocations, or venture stakes are indicated by its public posture.
Who manages investment decisions at Attain Data?
Individual named principals are not publicly available. The firm's compact structure — consistent with a Chicago-based quantitative startup — suggests a flat research org where portfolio construction is model-driven rather than committee-based. No CIO, CEO, or founder names are documented in public records.
Does Attain Data accept outside capital?
The firm's legal structure and investor eligibility are not disclosed. As an asset manager with no stated single-family-office designation, it likely manages pooled vehicles open to qualified purchasers or institutional investors, though this is inferred from industry convention rather than confirmed filings.
Profile maintained by Altss using OSINT (open-source intelligence), regulatory filings, licensed data partners, and verified direct submissions. Read the methodology. Last updated: . Continuous refresh with full update cycles at least every 30 days.
Need institutional-grade insight on asset managers?
Altss delivers:
Prefer a guided tour?
We’ll walk you through: