Koala joins stakeholder workshops as a thoughtful participant for habitat and place. It listens to the discussion, remembers what matters and contributes when important ecological considerations may be missed.
“Could the road be widened while keeping the eastern trees?”
What Koala is considering
The group is discussing individual trees, but safe movement between habitat areas has not yet been considered.
Habitat movementEarlier discussionLocal evidence
Choosing the right moment to contribute
How Koala participates
More than a chatbot in the corner.
Koala is designed to take part in the dynamics of a real workshop. It listens across the conversation, develops thoughts quietly and contributes when a more-than-human perspective can move the discussion forward.
01 · Live understanding
Follows the discussion as it happens.
Speech becomes a live transcript while people are still in the room. Koala connects each contribution to what was said earlier, so a pause or a change of speaker does not erase the workshop’s thread.
✓ Continuous live transcription
✓ Same-session workshop memory
✓ Direct questions by voice or text
Workshop live
Listening
Campbelltown planning workshop
AM
AminaCould the road follow the existing cleared edge?
JT
JamesThat may preserve more trees near the creek.
🐨
KoalaListening and connecting this to the earlier corridor discussion…
Live speech
“…but how would koalas move safely between both sides?”
02 · Selective participation
Thinks before choosing to speak.
Koala does not respond to every sentence. It quietly weighs habitat impact, relevance, evidence, urgency and the group’s current dynamics. A worthwhile thought is prepared; a weak one is held.
✓ Autonomous, criteria-based participation
✓ Three-second facilitator safeguard
✓ A decision log explains speaking or holding
🐨
Koala’s mindConsidering a contribution
Habitat connectivity is missing from the current trade-off.
Habitat consequenceImportant
Local relevanceMatched
Evidence availableYes
DecisionPrepare to contribute
3
Koala will speakThe facilitator can hold or speak now
03 · Grounded advocacy
Takes a position and shows what supports it.
Koala can advocate for habitat, movement and welfare interests rather than offering a generic answer. Substantive contributions draw from approved knowledge and the workshop’s own memory, with sources kept visible.
✓ Core, local and workshop knowledge
✓ Geographic scope checked before use
✓ Evidence citations shown with the response
🐨
KoalaContribution to the room
Speaking
“Keeping several trees is helpful, but it does not by itself protect a connected movement route. Could the proposal be tested against the mapped corridor before this trade-off is treated as resolved?”
↳
Workshop memoryConnects to Amina’s earlier question about the creek crossing.
Sources used
01
Campbelltown local habitat guidanceLocal · applicable to workshop area
02
Koala-sensitive urban design guidanceCore · movement and connectivity
Designed for accountable participation
Shows the evidence behind its advice.
Koala habitat, policy and conservation status can differ across Australia. The knowledge system keeps those boundaries visible instead of blending every source into one generic answer.
01 · Shared foundationCore knowledge
Carefully bounded national evidence, research principles and shared methods. It provides a baseline without overruling more specific local information.
02 · Place-specificLocal knowledge
Applicable ecology, policy, habitat conditions and community context. Koala checks geographic scope before using a claim in the room.
03 · Session-specificWorkshop knowledge
The agenda, proposal, scenario and temporary supporting documents. These inform one workshop without becoming permanent ecological fact.
Curious before your workshop?
Meet Koala in the public demo.
Explore the live transcript, workshop memory and selective participation experience using demonstration material. Nothing from the demo is saved.