Use Cases

Applications built on governed inference.

Interface can support many workflows because the underlying primitives are shared: assets, frameworks, inference runs, evaluations and reviews.

Use cases

These are example routes into the same platform layer.

Assessment

Assessment Development

Framework mapping, generated content, validation evidence and assurance workflows.

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Education

Educational Assessment

Item generation, curriculum alignment, evaluation, auditability and assessment governance.

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Conversation

Conversational Analytics

Turn conversations into analysable behavioural and cognitive data.

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Development

Coaching & Development

Generate and evaluate coaching outputs, feedback, reports and development recommendations.

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Research

Human-AI Interaction Research

Study offloading, reasoning, cognitive acts and AI-mediated workflows.

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Knowledge

Knowledge Management

Process documents, notes, annotations and captures into reusable knowledge artefacts.

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Governance

AI Governance

Inference provenance, audit trails, review workflows and evaluation records.

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Learning

Organisational Learning

Understand how teams create, preserve and improve organisational knowledge.

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