Rules as Code - Revision history

Tom: /* Solutions */

2025-09-29T19:36:10Z

‎Solutions

Tom: /* Context */

2025-06-08T19:02:10Z

‎Context

Tom: /* Context */

2025-06-08T19:01:08Z

‎Context

Tom: /* Legal frameworks */

2025-06-08T18:40:21Z

‎Legal frameworks

Tom: /* Legal frameworks */

2025-06-08T01:10:44Z

‎Legal frameworks

Tom: /* Legal frameworks */

2025-06-08T01:05:25Z

‎Legal frameworks

Tom at 00:53, 8 June 2025

2025-06-08T00:53:49Z

Tom at 00:48, 8 June 2025

2025-06-08T00:48:28Z

Tom: /* Context */

2025-06-08T00:45:01Z

‎Context

Tom: /* Context */

2025-06-08T00:23:23Z

‎Context

@@ Line 115: / Line 115: @@
 * Cybersecurity consulting firms are advising businesses on integrating RaC into security frameworks.
 * By adopting Rules as Code, companies can reduce compliance costs, improve security enforcement, and enhance transparency in cybersecurity governance.
 ==References==
 [[Category: Policy]]

@@ Line 10: / Line 10: @@
 ==Context==
-* 2025-06-06 [https://www.whitehouse.gov/presidential-actions/2025/06/sustaining-select-efforts-to-strengthen-the-nations-cybersecurity-and-amending-executive-order-13694-and-executive-order-14144/ Trump Executive order] - establish a pilot program of a rules-as- code approach for machine-readable versions of policy and guidance that OMB, NIST, and CISA publish and manage regarding cybersecurity.
+* 2025-06-06 [https://www.whitehouse.gov/presidential-actions/2025/06/sustaining-select-efforts-to-strengthen-the-nations-cybersecurity-and-amending-executive-order-13694-and-executive-order-14144/ Trump Executive order] - establish a pilot program of a rules-as- code approach for machine-readable versions of policy and guidance that OMB, NIST, and CISA publish and manage regarding cybersecurity.<blockquote>This cybersecurity executive order includes a directive to establish a pilot program for a rules-as-code approach to cybersecurity policy. This initiative aims to make policy and guidance machine-readable, allowing for automated compliance checks, real-time updates, and improved security enforcement across federal agencies.</blockquote>
 * 2022 Ariel Kennan at the Digital Gov Hub published a report<ref>Ariel Kennan ''Envisioning a Federal Rules as Code Approach to Public Benefits Eligibility'' The Digital Gov Hub https://digitalgovernmenthub.org/library/envisioning-a-federal-rules-as-code-approach-to-public-benefits-eligibility/#:~:text=Authors,Ariel%20Kennan</ref> which claimed that "Digitizing public benefits policy will make the biggest impact for administrators and Americans, but only if it happens at the highest level of government."

@@ Line 11: / Line 11: @@
 ==Context==
 * 2025-06-06 [https://www.whitehouse.gov/presidential-actions/2025/06/sustaining-select-efforts-to-strengthen-the-nations-cybersecurity-and-amending-executive-order-13694-and-executive-order-14144/ Trump Executive order] - establish a pilot program of a rules-as- code approach for machine-readable versions of policy and guidance that OMB, NIST, and CISA publish and manage regarding cybersecurity.
-This cybersecurity executive order includes a directive to establish a pilot program for a rules-as-code approach to cybersecurity policy. This initiative aims to make policy and guidance machine-readable, allowing for automated compliance checks, real-time updates, and improved security enforcement across federal agencies2.
+This cybersecurity executive order includes a directive to establish a pilot program for a rules-as-code approach to cybersecurity policy. This initiative aims to make policy and guidance machine-readable, allowing for automated compliance checks, real-time updates, and improved security enforcement across federal agencies.
 Key Aspects of the Pilot Program

@@ Line 71: / Line 71: @@
 |}
 Its interesting to note that several machine-based language, like JSON, have been extolled for their human-readability. But all such languages to be more precise and concise have moved to a place where they are not even close to human readable.
+==Solutions==
 Several countries and industries are actively exploring or implementing Rules as Code (RaC) to improve policy automation, compliance, and digital governance. Countries Using Rules as Code
 * France – Developed OpenFisca, an open-source framework for encoding tax and social security rules into machine-readable formats.

@@ Line 82: / Line 82: @@
 * Healthcare – Hospitals and insurers encode medical billing and insurance rules to improve accuracy.
 * Cybersecurity – Governments and private firms use RaC for automated security policy enforcement.
+* Legal Tech – AI-driven legal platforms integrate RaC for contract analysis and regulatory compliance.
 RaC is still an emerging field, but its adoption is growing as governments and industries seek efficient, transparent, and automated policy enforcement.
 * Rules as Code in Cybersecurity & AI Governance
 * Rules as Code (RaC) is being increasingly applied to cybersecurity and AI governance to enhance automation, policy enforcement, and compliance * monitoring. Recent developments include:

@@ Line 70: / Line 70: @@
 |-
 |}
-||
+Its interesting to note that several machine-based language, like JSON, have been extolled for their human-readability. But all such languages to be more precise and concise have moved to a place where they are not even close to human readable.
-examples of countries or industries already using Rules as Code?
+Several countries and industries are actively exploring or implementing Rules as Code (RaC) to improve policy automation, compliance, and digital governance. Countries Using Rules as Code
+* France – Developed OpenFisca, an open-source framework for encoding tax and social security rules into machine-readable formats.
-Several countries and industries are actively exploring or implementing Rules as Code (RaC) to improve policy automation, compliance, and digital governance.
+* New Zealand – Integrated RaC into its Better Rules program, which helps create digital-friendly legislation. Used in SmartStart, a portal for new parents.
+* Australia – The NSW Government has digitized Community Gaming Regulations and provides machine-readable rules via an API.
-Countries Using Rules as Code
+* Estonia – Known for its e-Government leadership, Estonia is exploring RaC to streamline legal automation and digital services.
 Industries Using Rules as Code
-Financial Services – Banks and fintech firms use RaC for automated regulatory compliance and fraud detection.
+* Financial Services – Banks and fintech firms use RaC for automated regulatory compliance and fraud detection.
+* Healthcare – Hospitals and insurers encode medical billing and insurance rules to improve accuracy.
-Healthcare – Hospitals and insurers encode medical billing and insurance rules to improve accuracy.
+* Cybersecurity – Governments and private firms use RaC for automated security policy enforcement.
 Legal Tech – AI-driven legal platforms integrate RaC for contract analysis and regulatory compliance.
@@ Line 96: / Line 87: @@
 RaC is still an emerging field, but its adoption is growing as governments and industries seek efficient, transparent, and automated policy enforcement.
-Would you like insights on how RaC is being applied in cybersecurity and AI governance? 🚀
+how RaC is being applied in cybersecurity and AI governance? 🚀
+* Rules as Code in Cybersecurity & AI Governance
+* Rules as Code (RaC) is being increasingly applied to cybersecurity and AI governance to enhance automation, policy enforcement, and compliance * monitoring. Recent developments include:
 Cybersecurity Applications
-Machine-Readable Cybersecurity Policies – As part of Trump’s 2025 Executive Order, the OMB, NIST, and CISA are establishing a pilot program to encode cybersecurity guidelines into machine-readable formats.
+* Machine-Readable Cybersecurity Policies – As part of Trump’s 2025 Executive Order, the OMB, NIST, and CISA are establishing a pilot program to encode cybersecurity guidelines into machine-readable formats.
+* Automated Threat Detection – Organizations use RaC to automatically verify security protocols, ensuring networks meet compliance standards without manual audits.
-Automated Threat Detection – Organizations use RaC to automatically verify security protocols, ensuring networks meet compliance standards without manual audits.
+* Post-Quantum Security Measures – The National Security Agency (NSA) and cybersecurity agencies are leveraging RaC to standardize cryptographic transitions, helping secure systems against future quantum threats.
 AI Governance Applications
-Automated AI Ethics Compliance – AI systems can check against predefined ethical and regulatory rules, reducing bias and ensuring lawful decision-making.
+* Automated AI Ethics Compliance – AI systems can check against predefined ethical and regulatory rules, reducing bias and ensuring lawful decision-making.
+* AI Vulnerability Tracking – Government agencies are incorporating RaC frameworks to track and respond to AI system vulnerabilities, improving security oversight.
-AI Vulnerability Tracking – Government agencies are incorporating RaC frameworks to track and respond to AI system vulnerabilities, improving security oversight.
+* AI-Powered Legal Decision Support – AI-driven legal tech platforms use RaC to provide instant regulatory analysis, assisting lawyers and policymakers.
 By encoding cybersecurity and AI policies as executable rules, organizations can automate enforcement, enhance transparency, and reduce compliance costs.
-Would you like insights into how private sector companies are adopting RaC for cybersecurity? 🚀
+how private sector companies are adopting RaC for cybersecurity?
+* Private Sector Adoption of Rules as Code for Cybersecurity
-yes
+* Several private sector companies are adopting Rules as Code (RaC) to enhance cybersecurity automation, compliance, and risk management. This approach allows businesses to encode security policies into machine-readable formats, enabling automated enforcement and real-time updates.
 Key Industries Using Rules as Code
-Financial Services – Banks and fintech firms use RaC to automate regulatory compliance, reducing manual audits.
+* Financial Services – Banks and fintech firms use RaC to automate regulatory compliance, reducing manual audits.
+* Healthcare – Hospitals and insurers encode privacy and security rules to ensure compliance with HIPAA and GDPR.
-Healthcare – Hospitals and insurers encode privacy and security rules to ensure compliance with HIPAA and GDPR.
+* Technology & Cloud Security – Companies like Microsoft, Google, and AWS integrate RaC into cloud security frameworks.
+* Legal & Compliance Tech – AI-driven platforms use RaC to automate contract analysis and regulatory enforcement.
 Recent Developments
-The SEC’s new cybersecurity rules require companies to disclose material cybersecurity incidents and risk management strategies.
+* The SEC’s new cybersecurity rules require companies to disclose material cybersecurity incidents and risk management strategies.
+* Private firms are aligning with these regulations, using RaC to streamline incident reporting and governance.
-Private firms are aligning with these regulations, using RaC to streamline incident reporting and governance.
+* Cybersecurity consulting firms are advising businesses on integrating RaC into security frameworks.
+* By adopting Rules as Code, companies can reduce compliance costs, improve security enforcement, and enhance transparency in cybersecurity governance.
 ==References==
 [[Category: Policy]]

@@ Line 33: / Line 33: @@
 ==Policy==
-Policy and Rules-as-Code (RaC) both define regulations and guidelines, but they differ in their structure and application.
+Policy (as used by the government) and Rules-as-Code (RaC) both define regulations and guidelines, but they differ in their structure and application. Note that several [[Policy Language]]s (qv) have been created in the computer industry and could serve as a starting point for RaC.
 {|  border="1" padding="2" width="888px"
 |-
@@ Line 49: / Line 49: @@
 |-
 |}
 In Trump’s 2025 cybersecurity executive order, agencies like OMB, NIST, and CISA are piloting Rules-as-Code to make cybersecurity guidance machine-readable, allowing automated compliance enforcement. Instead of relying on text-based policies, organizations can embed security rules directly into software and infrastructure, improving efficiency and response times.

@@ Line 28: / Line 28: @@
 Real-World Applications
-Government Regulations – Countries like France, New Zealand, Australia, and Canada have explored RaC for social security, tax laws, and digital governance.
+* Government Regulations – Countries like France, New Zealand, Australia, and Canada have explored RaC for social security, tax laws, and digital governance.
+* Cybersecurity Policies – The U.S. government is piloting RaC for machine-readable cybersecurity guidance, led by OMB, NIST, and CISA.
-Cybersecurity Policies – The U.S. government is piloting RaC for machine-readable cybersecurity guidance, led by OMB, NIST, and CISA.
+* Legal Tech & AI – RaC supports AI-driven legal reasoning, helping businesses and governments automate policy enforcement and decision-making.
 ==Policy==

@@ Line 17: / Line 17: @@
 * Machine-Readable Policies: Instead of relying on traditional text-based regulations, cybersecurity policies will be encoded in a format that software systems can interpret and enforce automatically.
 * Automation & Compliance: The goal is to streamline cybersecurity compliance by enabling systems to automatically verify adherence to federal security standards.
-* Implementation Timeline: The program is set to launch within one year of the executive order’s signing.
+* Implementation Timeline: The program is set to launch within one year of the executive order’s signing (2025-06-06).
 Why [[Rules as Code]] Matters
 * Reduces Human Error: Automating policy enforcement minimizes misinterpretation and non-compliance.