Diagnostic and operating instruments built directly on The Operating Discipline for AI Library™. Each application takes a methodology from the book series and packages it for leadership teams that want the diagnostic, the scoring, and the report without commissioning the full consulting engagement.
A structured questionnaire, scored against a published framework. A report you can put in front of the decision-maker who asked, a board, an auditor, an acquirer, a carrier, or a college admissions officer. The methodology has been published. The application is what makes it operational.
A five-dimension diagnostic that surfaces what unmanaged AI is silently costing the business. Tool inventory, cost mapping, performance measurement, risk exposure, and governance gaps, scored together. Tier 1 Snapshot — $399 one-time. Sign up, complete the questionnaire, receive The Four Audit Outputs™.
A family-owned college outcomes platform that captures, curates, and controls a full Pre-K through senior-year record of the student. Five pillars, twelve years, one account per family. Filled application drafts, recommendation workflow, verified transcript intake, and the searchable directory of all 6,073 Title IV US institutions. K–5 is free. Need-based scholarship pricing available on a sliding scale down to $0.
SRJ AI applications are diagnostic instruments that turn published methodology into scored, defensible reports. Two AI applications are available today. The AI Audit is for leadership teams that need to measure operating AI reality. outcomestar is for families that need to build a Pre-K through Grade 12 college outcomes record. Both share the same operating philosophy, a structured questionnaire scored against a published framework.
An SRJ AI application is not software. It is a diagnostic instrument. Each AI application takes a written methodology, packages it as a structured questionnaire, and produces a scored report a decision-maker can act on. The methodology has already been published. The AI applications are what make that methodology operational for a leadership team, a founder, or a family that wants the answer without commissioning a full advisory engagement.
Every AI application traces every score, every recommendation, and every framework citation back to a numbered chapter and a written page. Nothing in the report is opinion. Everything in the report is the operating expression of a published discipline.
SRJ Consulting currently operates two AI applications, each serving a different audience with the same underlying diagnostic mechanic. The AI Audit serves leadership teams. outcomestar serves families. Both are grouped under the applications portfolio because they share one operating logic: methodology first, application second, defensible output third.
The AI Audit is the first leadership-facing AI application in the SRJ suite, launching soon at aiauditforcompanies.com. It measures five dimensions of operating reality, tool inventory, cost mapping, performance measurement, risk exposure, and governance posture, in a single thirty-five minute questionnaire. The methodology is drawn from Volumes I through IV of Pillar I of The Operating Discipline for AI Library™, the published foundation the AI Audit rests on.
The Tier 1 snapshot returns a four-page composite scorecard. The $199 unlock returns the full Four Audit Outputs™ suite, four detailed PDF reports a CFO can take into a board meeting on Monday morning without rewriting. The AI Audit is designed for mid-market operating leaders: CEOs, COOs, CFOs, general counsel, and the heads of risk, compliance, and IT. It does not require technical fluency. It requires honest answers from someone who can see across the business.
outcomestar is the family-facing AI application in the SRJ suite, live now. It is a family-owned college outcomes platform that turns twelve years of a child’s development into a structured, admissions-ready record. Pre-K through Grade 12 evidence is captured across five pillars, Personal, Academics, Extracurricular, Career, and Higher Education, with filled college application drafts, a recommendation workflow, verified transcript intake, and a searchable directory of all 6,073 Title IV US institutions.
The K–5 tier is free. Paid tiers layer in the essay studio, target-school matching, and the deadline orchestration senior year demands. Need-based scholarship pricing brings the subscription fee to $0 on a sliding scale for families who qualify. The mechanic is the same as The AI Audit: a structured record, scored against a published framework, producing an operating output. Full details on the outcomestar page.
Every SRJ AI application follows the same four-step structure. The user answers a structured questionnaire. The application scores those answers against a published framework. A report is generated. The report names what is healthy, what is at risk, what is missing, and what to do next, in that order.
There is no model in the loop guessing at outputs. The scoring rubric is deterministic. The same answers always produce the same score. The same score always produces the same recommendation. That predictability is what makes the output defensible inside a board meeting, an audit response, or a college admissions file.
The published methodology behind the leadership-facing AI applications is The Operating Discipline for AI Library™. The library is structured as two pillars. Pillar I covers AI Business Services™ across four books. Pillar II covers AI Risk Governance & Security™ across five books. Every framework cited in any leadership-facing AI application traces to one of those nine books.
Two external authority frameworks anchor the discipline. The NIST AI Risk Management Framework defines the risk lexicon. ISO/IEC 42001 defines the governance lexicon. SRJ frameworks extend those external standards into the operating decisions a leadership team makes every week.
outcomestar draws on a separate published discipline, the admissions and family-record methodology developed for parents and applicants, and is anchored on the same operating logic: methodology first, application second, defensible output third.
Three forces have converged in 2026 that change the calculus for every operating leader. Shadow AI inside the business has reached a scale that finance cannot reconcile against vendor invoices. Board-level questions about AI exposure now arrive with deadlines attached, and a slide deck no longer suffices. Insurance carriers, acquirers, and lenders have begun to ask for AI posture as part of standard diligence.
For families, the same pattern applies to college admissions. Ninth-grade start dates on school-issued platforms miss the first nine years of a child’s story. The evidence a child spent kindergarten through eighth grade generating is lost by the time it matters. AI applications like outcomestar exist to close that gap before it becomes a senior-year scramble.
The leadership teams and families that adopt AI applications as a standing practice are the ones that get ahead. The teams and families that do not are the ones that find out what they did not know during a deal, an audit, an incident, or a Common App deadline.
The AI Audit is designed for mid-market operating leaders. CEOs, COOs, CFOs, general counsel, and the heads of risk, compliance, and IT. The questionnaire takes thirty to thirty-five minutes and does not require technical fluency. It requires honest answers from someone who can see across the business. The output is designed for the same audience. Reports are written in operating language, not engineering language, with recommendations sequenced and tied to dollar exposure where the data allows.
outcomestar is designed for parents and guardians who refuse to wait until senior year to build a defensible admissions case. The user is the parent. The subject is the child. The output is a permanent family-owned record the school district does not control and the vendor does not sell. Both AI applications share the same principle: the person doing the work is not the person the tool is built to serve.
Every SRJ AI application is offered at multiple tiers so the same diagnostic methodology meets a user wherever they are in the budget conversation. The AI Audit runs on a four-tier model. Tier 1 is a free snapshot. Tier 1 Plus unlocks the four full PDF reports at a fixed $199. Tier 2 layers analyst time on top of the report for deeper interpretation, typically $2,500 to $7,500. Tier 3 is the full consulting engagement using the same instrument, $25,000 to $150,000 depending on scope.
outcomestar runs on annual subscription tiers. K–5 is free. Grades 6–8 is $119.99 annually. Grades 9–11 is $249.99 annually. Grade 12 is $399 annually and adds the deadline orchestration, decision tracker, and financial-aid workbench senior year demands. A $11.99 post-graduation tier keeps the record alive for scholarship applications, graduate school, and everything the record earns after Grade 12.
The fastest path to the right AI application is thirty minutes with the operating team. For leadership teams, we look at your operating reality and tell you honestly whether The AI Audit free snapshot is enough or whether the situation warrants Tier 2 or Tier 3. For families, we walk through what outcomestar captures and confirm the tier that fits your child’s grade band and record depth.
Schedule a walkthrough or start directly. The AI Audit Tier 1 snapshot opens at aiauditforcompanies.com. outcomestar is live at outcomestar.app. Both paths lead to the same place, a defensible answer to the question your board, your auditor, your acquirer, or your child’s admissions officer is about to ask.
The applications listed here are not standalone software products. Each is the operating expression of methodology written in The Operating Discipline for AI Library™. Every score traces to a numbered chapter. Every recommendation traces to a written framework. Every framework name in the report is properly attributed to its published source.
This is the difference between an opinion and an audit, and the difference between a survey and an operating diagnostic.
A 30-minute consultation to scope the question your leadership team needs answered. No deck, no pitch. A conversation about where your organization currently stands and what the right next step looks like.