01/ Students
Expertise on
demand.
Give every student access to evaluation and actionable feedback grounded in your institution's expertise, whenever they need it — delivered by AI.
01Welcome to RigorOS
Make your organisation's expertise executable.
RigorOS is enterprise software that helps organisations codify, govern and operationalise their expertise — turning organisational knowledge and expert judgement into evaluation that can be applied consistently, transparently and at scale.
01 / Organisation
Expertise
Governed by its owners
- Written Knowledge
- Standards & Reference Examples
- Expert judgement
02 / RigorOS
rigorOS
Expertise made executable.
Governed method
Defined by your experts
AI execution
Applied consistently
Expert calibration
Corrections guide future comparable evaluations.
03 / Outcome
Governed evaluation
Grounded in your standards
- Actionable feedback
- Your standards applied
- Method and evidence preserved
02Three connected outcomes
Expertise on
02/ Academics
Scale expertise, not workload.
Extend the reach of academic judgement without requiring staff to personally evaluate every submission and revision by codifying organisational knowledge.
03/ Institution
Make your expertise central to AI.
As AI becomes part of how students learn and develop their work, ensure your institution's expertise continues to shape the guidance they receive.
03The institutional AI challenge
General-purpose AI makes intelligence accessible. RigorOS makes institutional expertise accessible through AI.
Students increasingly have access to instant explanations, feedback and guidance from general-purpose AI. But that intelligence is not necessarily grounded in the knowledge, standards or academic judgement of their own institution.
Universities have spent generations developing distinctive expertise. The challenge now is to make that expertise as accessible and useful as the AI tools students already use.
RigorOS provides the infrastructure to connect that expertise to governed AI evaluation — making institutional knowledge and expert judgement available to students at scale.
04For tertiary education
Give every student greater access to your institution's expertise.
Students should not have to wait for formal assessment to understand how their work measures up against their institution's standards.
RigorOS makes evaluation grounded in academic expertise available while work is still developing. Students can understand what is working, identify opportunities to improve and revise their submissions — with guidance informed by the knowledge and judgement of their own institution.
EvaluationResidential Design Assignment — submission 02
CompletedThe proposal establishes a coherent spatial hierarchy and responds thoughtfully to the site's northern orientation.
Solar Orientation. Primary living spaces capture northern daylight and connect directly to the garden.
Spatial progression. The transition from public living areas to private bedrooms is clearly resolved.
Review western glazing and summer shading to reduce overheating without compromising afternoon daylight.
View supporting knowledge →RigorOS is designed to evaluate work in any discipline and across multiple modalities — from written and visual work to technical, creative and professional practice. What it can evaluate is determined by the expertise an organisation brings into the system.
05A governed method
Your organisation defines what good looks like.
RigorOS does not ask a model to invent a standard. It gives organisations a way to establish, apply and refine their own standards.
Capture
Bring organisational knowledge out of fragmented documents and individual memory — then curate it under clear ownership.
Define
Establish evaluation methodology using governed expertise, explicit criteria and Reference Example benchmarks.
Apply
Apply the organisation's knowledge and standards consistently, making expert judgement available wherever it is needed.
Calibrate
Capture expert corrections as reusable precedent, helping RigorOS apply judgement more consistently in future evaluations.
KnowledgeOrganisational expertise
+ New knowledgePublishedCandidateArchived
Assessing evidence in professional practicePublished knowledge · Health Sciences
Updated todayReasoning from clinical observationsPublished knowledge · Assessment
Version 3Standards for reflective analysisPublished knowledge · Teaching practice
Version 206An Operating System for Institutional Expertise
One platform. Every discipline. Your experts in control.
RigorOS provides common infrastructure for evaluating work across disciplines, while allowing each faculty or department to govern its own expertise, standards and methodologies.
Academics and subject-matter experts remain responsible for defining what good looks like, calibrating judgement and determining how their expertise is applied. The platform provides the consistency, accessibility and scale.
How the platform works →07Governance by design
Built for accountable judgement.
Governed
knowledge
Clear ownership, visibility and publication controls.
Published
methodology
Evaluation methods and standards are explicit and versioned.
Reproducible
evaluations
Every Evaluation preserves the exact methodology, knowledge versions and evidence used to reach its judgement.
Expert
calibration
Experts can refine future interpretation without altering historical evaluations.