ProcuRequirementSpec
A government requirements workbench that compares a draft with current authority, approved agency knowledge, SME input, and authorized prior contracts, then routes gaps and conflicts to procurement owners before release.
The supplied research found no commercial product focused on AI-assisted completeness review for government procurement requirements. It confirms a US federal memorandum requiring updated AI acquisition procedures and cross-functional teams, a March 2026 agency directive requiring specified AI solicitation documents to receive CAIO coordination before release, and an April 2026 government-accountability report describing weak collection of AI-acquisition lessons. Those US federal sources do not automatically govern the UK procurement-officer pain that inspired the idea or every government purchase. ProcuRequirementSpec is jurisdiction-, agency-, procurement-, and version-specific. It separates legal or policy requirements, mission outcomes, technical requirements, security and privacy, accessibility, data rights, evaluation criteria, contract administration, and SME preferences. It flags omissions, ambiguity, contradictions, vendor-lock-in risks, and unsupported requirements with citations, then lets contracting officers, counsel, program owners, technical SMEs, security, privacy, accessibility, finance, and required AI governance roles decide. The system never publishes, approves, selects a vendor, writes evaluation outcomes, or turns informal knowledge into a mandatory rule without authority. Original API access was unverified.
A government procurement office, contracting team, program office, shared-service organization, or public-sector adviser preparing complex requirements documents.
Agency knowledge improves a specification only if it stays sourced, contestable, fair, and subordinate to authorized decision makers.
Recent federal directives and accountability findings create a current process window.
Two cross-references and two inbound connections support the procurement and compliance-matrix family.
Confirmed federal process requirements, a documented lessons-learned gap, clear procurement pain, and no direct product found support a source-cited drafting workbench.
The jurisdiction and buyer are broad, original APIs were unverified, procurement documents are sensitive, informal knowledge can encode bias, human review is extensive, and general procurement suites can add assistance.
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