Standardizing Public Policy and Funding Accountability in StratML This is a hypothetical plan to require machine-readable strategic and performance plans for public policy and publicly funded activities using the StratML standard. Submitter's Note: This plan operationalizes proposals to require recipients of public funding and public policy issuers to publish plans and reports in open, standard, machine-readable StratML format. It was compiled in dialog with ChatGPT and lightly edited in the form at https://stratml.us/forms/Claude/Part1.html Most but not all of the dialog is available at https://chatgpt.com/share/69b981ec-c114-800b-b2c8-977f60547bfd Executive Office of the President of the United States EOP bff9a6b0-7505-4c95-ac3d-28e2a00c06b0 Leads policy direction and coordination for adoption of machine-readable planning and reporting standards across Federal agencies and funding recipients. Office of Management and Budget Establishes policy guidance, budget alignment, and reporting requirements. Federal agencies Implement StratML requirements in programs, regulations, and reporting processes. Recipients of public funding Organizations and entities receiving Federal funds required to publish plans and performance reports. American taxpayers Beneficiaries of increased transparency, accountability, and fraud prevention. A fully transparent and accountable ecosystem in which all public policies and publicly funded activities are expressed, executed, and evaluated in machine-readable form. b83627dc-5c7c-4d81-b93d-0cf96e2dc5c2 To enable consistent, machine-readable articulation and evaluation of public policy and publicly funded activities using open standards. 6b09fac0-2d89-4bfe-97b3-98df1d1b1d9b Transparency Expose goals, objectives, and results in openly accessible, machine-readable formats. Accountability Link funding, actions, and outcomes through measurable performance reporting. Interoperability Enable consistent interpretation and integration of plans and reports across organizations. Efficiency Reduce duplication and reporting burden through standardized data structures. Integrity Prevent fraud, waste, and abuse through structured transparency and verification. Determinacy Express policies with sufficient precision to enable consistent interpretation and computational processing. Proportionality Align enforcement mechanisms with the nature of the policy objective, minimizing reliance on coercion where alternative mechanisms are sufficient. Subsidiarity Assign decision-making authority to the lowest effective level capable of achieving the objective, minimizing unnecessary centralization and coercive intervention. Policy Standardization Replace unstructured public policy statements with machine-readable plans that clearly define goals, objectives, stakeholders, and intended outcomes. e4bdea3a-30f7-4c29-8a68-8a19dfb16aa3 1 Policy Encoding Encode Executive Orders, statutes, regulations, and guidance documents in StratML format alongside their authoritative text versions. 5ba8e429-9d29-471e-9d1b-fa17a8aa6084 1.1 Dual Publication Publish both human-readable and machine-readable versions of all public policy documents to ensure legal validity and computational usability. 5a4ffa51-ae70-4821-a557-154c534838b2 1.2 Semantic Alignment Align goals and objectives across policies using consistent naming conventions and shared conceptual structures. aa05b92c-6b9d-4c57-8424-277dc3427fd2 1.3 Traceability Link policies to implementing programs, funding streams, and outcomes through structured identifiers and relationships. 8b590f81-358b-4b77-ab50-8f417fca2113 1.4 Computability Represent policy intent and rules in structured, machine-readable formats that support automated analysis, compliance checking, and decision support. 16750a24-5ca6-44ed-b857-fcb3ba5164de 1.5 Enforcement Classification Classify policy objectives by enforcement modality—coercive, conditional, or informational—and align implementation mechanisms accordingly. f926ea64-92e0-445f-9e8c-8e3a6955a893 1.6 Adjudication Criteria Define criteria for determining whether policy objectives should be resolved through computation, administrative processes, or judicial interpretation based on determinacy, contestability, and enforcement modality. 850def3f-b98f-4363-aa4d-7da64ccf3a40 1.7 Authority Allocation Assign decision-making and enforcement responsibilities to the lowest effective level consistent with achieving policy objectives, based on subsidiarity, determinacy, and proportionality. ee4fe205-011b-40f7-ae85-67143cd3fb2e 1.8 Funding Accountability Ensure that all recipients of public funding publish structured plans and performance reports that link resources to measurable outcomes. 95a8628e-b51b-4fea-91a9-b20518db3c73 2 Recipient Requirements Require recipients of Federal funds to publish StratML-formatted plans and performance reports as a condition of funding. 513f53f5-a992-4539-ae39-27665cb4be60 2.1 Performance Reporting Standardize reporting of goals, objectives, and performance indicators across all funded activities. f875ac6f-b5eb-4eeb-a578-7adca66fb14d 2.2 Comparability Enable comparison of performance across recipients using consistent structures and metrics. 32754a62-9b37-465a-ac91-2a8efa4ac903 2.3 Fraud Prevention Detect inconsistencies and anomalies in reported data to identify potential fraud, waste, and abuse. 994a4a0e-30a0-45c6-a8f6-5e7c72e60609 2.4 Implementation Infrastructure Establish the technical, policy, and operational capabilities required to support widespread adoption of StratML. cf798849-62e7-4d16-bfb2-7909f7011ea4 3 Tooling Develop and deploy user-friendly tools for authoring, validating, and publishing StratML documents. b82efdb0-a263-47a8-ac45-99ef732bb14a 3.1 Guidance Issue government-wide guidance and standards for consistent StratML implementation. f280324f-f58c-42dd-a991-98480f3e3fc2 3.2 Integration Integrate StratML into existing budgeting, grants management, and reporting systems. 7809baea-cd7b-45c0-9f2a-46e9f99ba21b 3.3 Adoption Promote adoption through pilot programs, incentives, and phased requirements. a0f9c7b7-60bc-459a-977e-fbcc2b30d398 3.4 Continuous Evaluation Enable ongoing assessment and improvement of policies and programs through structured performance data. 78a21ed7-2e96-48e0-9327-bb694864e8ad 4 Measurement Define and apply performance indicators for all objectives in policies and funded activities. e0188363-113f-4271-805e-d2de080074eb 4.1 Feedback Use performance data to inform policy adjustments, funding decisions, and operational improvements. 704c13a0-2797-4ca5-a9fb-ffcaab728a3c 4.2 Transparency Reporting Provide public access to performance data in machine-readable formats. aef93164-c010-45ac-b14d-59d5ffb586db 4.3 Optimization Continuously refine policies and programs based on measurable outcomes and comparative analysis. 3e9ec18e-1713-402d-9d65-4ef78cd2d550 4.4 2026-03-17 https://stratml.us/docs/SPPFA.xml Owen Ambur Owen.Ambur@verizon.net