Structured explanation
Present feedback and suggestions in a form that can be understood and questioned.
Sira and Lyra
AI-assisted guidance with clear human boundaries
Use carefully scoped assistance to explain, explore and draft—while evidence, permissions and people remain in control.
Sira for guided reflection
Help learners make sense of work and next steps
Grounded context
Use approved learning material and permitted learner context for the task at hand.
Human escalation
Direct sensitive or uncertain situations to an appropriate person instead of improvising authority.
Lyra for institutional questions
Explore governed information without hiding its basis
Questions in plain language
Help authorised users examine aggregate themes and formulate better follow-up questions.
Sources stay visible
Keep analytical answers connected to approved measures, context and interpretation limits.
Advisory by design
Draft summaries and options for review rather than making or publishing consequential decisions.
Governed assistance
Official rules and high-impact decisions stay deterministic and human-accountable
AI does not silently define scores, consent, access, rewards or eligibility. Each enabled use needs clear purpose, evaluation and fallback behaviour.