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RESEARCH ATLAS / 001 · SEPTEMBER 2026 UNIVERSE

The business
of doing.

1,934 companies. One question:
What do customers actually pay for?

A map of service businesses across the supplied Russell 2000 screen—from managed expertise to access, transactions, and hybrid models.

A research screen, with uncertainty visible. Automated classifications with targeted filing checks. Broad service inclusion does not imply an exact taxonomy fit or an asset-light model. Quotes, sources, and specific review flags are available for every company.

Where the services sit

Primary categories among 797 candidates. Select a category to explore.

Service does not mean asset-light

Qualitative capital intensity of service candidates

325 exact taxonomy matches · 378 approximate · 94 outside.
Leasing, lending, and owned assets need a closer reading of the economic model.

THE COMPANY INDEX

Follow the evidence.

Company classifications. Select a ticker to view the complete findings.
CompanyDecisionService modelCapitalFit / confidenceReview
READING THE MAP

Scope, evidence, and the unknowns.

The definition. Customers pay for work, expertise, transactions, access or outcomes. Meaningful product-and-service businesses are hybrids. Self-serve software is separately tagged; managed IT can qualify as a service.

The universe. The supplied Koyfin CSV contains 1,934 unique tickers, dated September 30, 2026. Input prices and financial fields are snapshots, not live quotes. Capex units and scale were unspecified.

The evidence. All companies have primary-source documents, including SEC and issuer-hosted FDIC filings. Business and revenue passages were retrieved using the industry toolkit; selected entity changes received additional quarterly or event-filings checks.

The limits. 1,465 records carry review flags. Only four service-revenue percentages passed conservative checks; “Unknown” means unvalidated, not zero. Peer lists are empty where supporting evidence was absent. This is not an exhaustive manual review or a ranking of investments.

Save your shortlist.

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