Jeffrey D. Littlejohn is a private citizen and resident of Whatcom County, Washington, who became concerned about the misuse of public funds in state childcare subsidy programs and began, without institutional support or compensation, to investigate.
He is not a professional investigator, forensic accountant, or attorney. He makes no determination of fraud. The patterns his work documents constitute indicators that, in his analysis, rise to the level of reasonable suspicion warranting formal review by the agencies with the authority — and the responsibility — to act. The ultimate determination rests exclusively with the receiving agencies, prosecutors, and the courts.
The work is offered in good faith and in the public interest. He has no financial stake in the outcome of any investigation or prosecution that may result.
Principle · I
Every source is public. Every method is reproducible. Every calculation can be checked by any auditor willing to pull the same files.
Principle · II
No claim of fraud — only documented patterns, mathematical thresholds, and referrals to the appropriate authorities.
Principle · III
AI assists; it does not decide. Human judgment governs every finding, every disposition, every conclusion.
Principle · IV
Transparency is the product. The methodology, the scoring, the data sources — all are available for review.