Different industries. A shared readiness pattern.
The Universal Readiness Engine can be configured around each domain’s evidence, method, decision rights and outcome. The catalogue below describes implementation openings - not a claim that every application is already deployed.
Universal workflow, non-universal judgement.
The platform reuses workflow mechanics, provenance, review and action patterns. Domain method, professional responsibility and authority remain specific.
Inspect a possible implementation.
Choose a domain to see an illustrative target state, evidence, gaps, authorised reviewer, actions and resulting outcome.
Planning & Development
For NSW residential projects, connect briefs, site context, planning requirements and consultant evidence before development application (DA) and construction certificate (CC) submission.
A review-ready planning or development pathway with explicit unresolved matters.
Planner, architect, development manager or other authorised professional
Obtain evidence, resolve conflicts, assign consultants and confirm the recommended pathway. Traceable readiness state and review record for the next project decision.
Axiom Ready is the existing planning-readiness reference implementation, with controlled workspace access.
Fourteen starting points for a commercial pilot.
Each application begins with a bounded workflow and real users. Broader productisation follows evidence of fit, value and operational control.
Built environment
Planning & Development
For NSW residential projects, connect briefs, site context, planning requirements and consultant evidence before development application (DA) and construction certificate (CC) submission.
Axiom Ready is the existing planning-readiness reference implementation, with controlled workspace access.Construction Compliance & Digital Engineering
Connect design obligations, model outputs, inspections, certificates, deviations and close-out actions.
Configurable for project-specific control plans and digital engineering workflows.Infrastructure & Asset Readiness
Track asset information, commissioning evidence, operational constraints and transition-to-service actions.
Useful as an assurance layer above existing asset and project systems.Research & public programs
Research Program Delivery
Link research intent, method, evidence collection, ethics controls, milestones, findings and translation actions.
Supports professors and research teams across the full intent-to-outcome cycle.Public-Sector Program Assurance
Maintain a shared line of sight from policy intent to evidence, delivery actions, review decisions and public outcomes.
Can complement existing portfolio, grant and records-management systems.Critical systems
Energy & Utilities
Coordinate technical evidence, field constraints, approvals, safety controls and transition actions for energy projects.
Configurable for utility-specific gates without replacing engineering systems of record.Cybersecurity Readiness
Connect system context, control evidence, findings, remediation owners and risk acceptance decisions.
Suitable for repeatable assessment and remediation cycles across product portfolios.Responsible AI Governance
Track use-case intent, datasets, model behaviour, risks, controls, review proposals and deployment decisions.
Directly aligned with Axiom’s review-gated AI architecture and research agenda.Science & operations
Environmental & Biosecurity Workflows
Coordinate observations, monitoring data, obligations, risk findings, expert review and response actions.
A generic evidence-to-action pattern suitable for multidisciplinary research and operations.Health & Clinical Operations
Manage operational evidence, protocol requirements, exceptions, review and improvement actions without automating clinical judgement.
Potential platform for controlled research, quality and service-improvement workflows.People & capability
Education & Skills Assurance
Link learning outcomes, assessment evidence, competency gaps, assessor decisions and improvement actions.
Configurable for research, vocational, professional and organisational learning contexts.Industry & supply
Manufacturing & Quality
Connect production requirements, quality evidence, deviations, corrective actions and release authority.
Can sit alongside ERP, QMS and laboratory systems as a cross-workflow assurance layer.ESG & Sustainability Evidence
Connect commitments, source evidence, calculations, assurance findings, owners and approved disclosures.
Useful where organisations need a controlled bridge between data, assurance and reporting.Procurement & Supplier Readiness
Coordinate requirements, supplier evidence, due diligence findings, approvals and onboarding actions.
Configurable for organisational policies and existing procurement systems.Your domain does not need to match a label perfectly.
The useful question is whether a recurring evidence-to-action cycle exists and whether a platform can make it more controlled, visible and reusable.