The RigorOS Workspace

Institutional expertise, made available with rigour.

RigorOS connects organisational knowledge, expert standards and evaluation methodology in a governed system for applying expert judgement consistently at scale.

More than a prompt. A method your organisation owns.

Generic AI starts with generic knowledge. RigorOS starts with the knowledge and standards your organisation has deliberately captured and governed. It makes the method for applying them explicit, so judgement can be applied consistently, inspected and refined over time.

01Organisational knowledge

Build a durable body of expertise.

Knowledge records the reasoning, principles, practices and specialist insight that matter to an organisation. Collections bring relevant knowledge together so it can be reused across different methodologies.


Ownership, visibility and publication controls determine what knowledge the organisation is prepared to stand behind.

RigorOSKnowledgeCollectionsReference ExamplesProtocolsCalibrationOfferings
KnowledgeOrganisational expertise
+ New knowledge
PublishedCandidateArchived
01
Assessing evidence in professional practicePublished knowledge · Health Sciences
Updated today
02
Reasoning from clinical observationsPublished knowledge · Assessment
Version 3
03
Standards for reflective analysisPublished knowledge · Teaching practice
Version 2

02Governed methodology

Turn expertise into a repeatable methodology.

Protocols define how organisational expertise should be applied. They bring together authorised knowledge, evaluation criteria, boundaries, outputs and Reference Examples that demonstrate what the organisation's standards look like in practice.


Once published, a Protocol Version becomes a stable methodology. Changes create a new version rather than rewriting the method used for earlier evaluations.


Every Evaluation preserves the exact methodology, knowledge, Reference Examples and configuration used to produce it — making the judgement traceable and reproducible.

Protocol / Clinical Reasoning● Published
Evaluation methodology

Clinical reasoning assessment

Published version 2.0

KnowledgeProfessional practice collection
Reference examples4 benchmark submissions
Evaluation designReasoning · Evidence · Clarity
CalibrationExpert precedent available
Evaluation PackageMethodology preserved for every evaluation

03What makes the model different

01

Standards made concrete

Reference Examples show what an organisation's standards look like when applied to real work. Within a Protocol, experts establish the level of performance each example represents, giving RigorOS concrete benchmark anchors for evaluation.

02

Judgement refined through expertise

Calibration lets experts review how those standards are being interpreted and establish precedent for comparable evaluations. Future judgement improves without altering the methodology or evaluations that came before it.

04Delivery and improvement

Make expertise available where it is needed.

Published methodologies can be delivered to defined audiences without giving them access to the systems used to author and govern them. RigorOS controls who can use a methodology, when it is available and what supporting knowledge can be seen through Offerings.


Students receive a focused, institution-branded portal for learning and improvement. The institution retains control of the knowledge, standards and methodology behind it.

EvaluationResidential Design Assignment — submission 02
Completed
Overall evaluationStrong

The proposal establishes a coherent spatial hierarchy and responds thoughtfully to the site's northern orientation.

What is working

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.

Opportunity to improve

Review western glazing and summer shading to reduce overheating without compromising afternoon daylight.

View supporting knowledge →

A considered next step

See what institutional expertise can become.

See how RigorOS could make your institution's knowledge, standards and expert judgement accessible through governed AI evaluation. Arrange a demonstration tailored to your discipline, faculty or institution.

Arrange a demonstration