AIR and the $14 Million Project to Map Human Capability
By Marcus Boone ·
Kept in a CIA dossier, a 1990s blueprint for an electronic database of human skills shows how the intelligence community viewed the American workforce as a targetable resource.
The American worker is not a person to the state, but a set of coordinates—a specific intersection of "abilities, skills, and knowledge" that can be indexed, searched, and retrieved. When those coordinates are moved from a printed book into a searchable electronic database, the worker ceases to be a citizen and becomes a target for recruitment, mapping, or strategic exploitation.
This is the quiet transition captured in a set of brochures and internal newsletters from the American Institutes for Research, a file that sat in the CIA's reading room until its release. The record describes a pivot in how the United States classifies its own people, shifting from the static pages of a dictionary to a dynamic digital dragnet.
A Legacy of Combat Screening
To understand why a social science non-profit ends up in a CIA dossier, one must look at the man who built it. The record states that the American Institutes for Research (AIR) was "incorporated by John C. Flanagan in Pittsburgh, Pennsylvania, as an outgrowth of the successful Aviation Psychology Program in the United States Army Air Forces in World War II." According to the public record, Flanagan was a psychologist who developed the critical incident technique to identify behaviors that led to success or failure in high-stakes environments; in 1941, the Army Air Forces tasked him with screening pilots for combat suitability.
Flanagan did not leave the military mindset behind when he founded AIR in 1946. He designed the organization as a "research organization devoted to the scientific study of human resources and their effective use," the record says. By the early 1990s, AIR had grown into a powerhouse of behavioral science with an annual volume of "more than $14 million" and a staff of over 150 professionals. Their portfolio reads like a manual for social engineering: human performance research, usability engineering, and employment equity analysis.
There is a direct line from Flanagan’s wartime work—filtering the right men for the cockpit—to the corporate mission of AIR. The desk's reading is that AIR was never merely an academic institution; it was a civilian extension of the military's desire to quantify human performance. By moving these capabilities into a non-profit structure, the government created a conduit where behavioral research could be conducted under a veneer of social science while remaining perfectly aligned with the needs of the intelligence community.
The Pelavin Pivot
In October 1994, AIR shifted its corporate architecture. The record includes an announcement signed by David A. Goslin, the President of AIR, and Sol H. Pelavin, a principal of Pelavin Associates, Inc. The announcement states that Pelavin Associates "officially became Pelavin Research Institute, a wholly-owned, for-profit subsidiary of the American Institutes for Research."
Pelavin Associates, Inc. was a research corporation established in 1982 that specialized in education and training, providing advice to the Departments of Education, Health and Human Services, Labor, and Interior. The merger was signed by Goslin, Pelavin, and Alfred H. Munkenbeck, Jr., the Chair of the AIR Board of Directors. The record claims this union provided sponsors with "unmatched capabilities across a broad range of behavioral and social sciences."
This structural move is the key to the file. A non-profit organization, by definition, is subject to different disclosure rules and tax constraints than a for-profit entity. By absorbing Pelavin Associates as a wholly-owned subsidiary, AIR created a flexible, profit-driven vehicle capable of handling sensitive government contracts that would be inappropriate or too visible for a non-profit academic body. The pattern suggests the acquisition of Pelavin was a strategic move to create a "black box" for contracting—a way to accept government money for classified work while the parent company continued to publish papers on "educational research" and "health research."
Replacing the Dictionary
While the corporate structure was shifting, AIR was engaged in a project for the Department of Labor—the agency responsible for administering federal laws on wage standards and unemployment benefits. The record details a "major new Department of Labor initiative" to replace the printed Dictionary of Occupational Titles (DOT) with a "prototype of a new occupational information and classification system."
This project, led by Norm Peterson of the AIR Washington Research Center, was not a simple update of a book. The record describes the new system as an "electronic database or set of interrelated databases" designed to allow users to identify job-seekers who possess the "skills and knowledge required to successfully perform certain jobs." The stated goal was to help unemployed workers and secondary school students explore career options.
However, the record of this project does not live in the Department of Labor's archives; it lives in the CIA's. The public record shows that the DOT was a massive, static catalog of every job in America. Moving that data into a relational database transformed the DOT from a reference book into a search engine. If you can search for every person in the country who possesses a specific, rare technical skill—say, a particular type of radar calibration or a specific dialect of a foreign language—you no longer have a labor directory. You have a recruitment tool for espionage or a target list for strategic disruption.
The Intelligence Shopping List
The presence of these materials—generic brochures, merger announcements, and project summaries—within a CIA-RDP archive is not an accident of filing. This is not a report on the project's results; it is a capability profile. The agency was not interested in whether unemployed workers in 1994 found better jobs; it was interested in whether AIR had the technical reach to map the American workforce's cognitive and technical capabilities.
If the shape of this file is what it appears to be, the CIA was vetting AIR and its new for-profit subsidiary, Pelavin, as a potential vendor for human capital mapping. The record's emphasis on "usability engineering," "human performance research," and the move toward "interrelated databases" provides the agency with a menu of services. The agency wanted to know if AIR could turn the Department of Labor's data into a weaponized asset.
The desk's reading is that the transition from the printed Dictionary of Occupational Titles to an electronic database represents the birth of algorithmic human resource mapping for national security interests. By indexing the population by skill rather than by name, the state created a way to identify and isolate technical talent without the target ever knowing they had been flagged. The human stakes were immediate: the erasure of the boundary between a public employment service and a clandestine intelligence operation.
What a full release of these files would show is the contract that followed this vetting process. The redacted gaps in the agency's history regarding the 1990s are shaped exactly like these corporate partnerships. The pattern points to a world where the intelligence community stopped building its own tools and started buying them from non-profits and their for-profit shells. The price was paid by the American worker, who was told the government was helping them find a job, while the government was actually indexing their mind for the archive.