AVRAI demos
System boundary

Review the planner system boundary.

Review saved evidence, safety checks, and learning state.

Open planner
Safe demo mode
checking
server keysdemo datasession only
System detailssafety, memory, review
Provider

Demo fallback

No provider key is configured, so the planner uses bounded Atlas seed candidates and still emits production-shaped receipts. Google Place Details enrichment is disabled until server-side provider env is configured.

Discovery

0 live

0 memory, 5 orgs

Intent

civic trust

qets-event-intent:e34dd95b

State

checking

No browser keys, no raw provider payloads, session review only.

Live discovery preview
readback only

Check candidate sources before ranking plans

Preview candidates before building plans

The preview uses the current brief city, purpose, audience, vibe, and constraints. It can call Google server-side when configured, merge private workspace memory when that later layer is enabled, and fall back to approved Atlas locality candidates.
Production readiness
checking
Checking production stack readback
Backend memory
private later
Private workspace memory saved for later
Plans
0
Candidates
0
Orgs
0
Feedback
0
Outcomes
0
Shadow
0
Private backend memory is not shown in the public demo.
Admin review
9 queued

Charleston County Public Library

atlas-org-candidate:demo:event-planner:charleston-county-public-library

org / approved locality org / needs human review

needs current room policy and staff owner before outreach

Charleston Digital Corridor

atlas-org-candidate:demo:event-planner:charleston-digital-corridor

org / approved locality org / needs human review

needs current program owner and sponsor boundary

College of Charleston

atlas-org-candidate:demo:event-planner:college-of-charleston

org / approved locality org / needs human review

needs correct campus owner and calendar review

Charleston County Main Library

atlas-candidate:demo:event-planner:charleston-main-library

place / new candidate / needs human review

needs current room policy, calendar availability, and staff owner

Lowcountry Local First

atlas-org-candidate:demo:event-planner:lowcountry-local-first

org / approved locality org / needs human review

needs member-fit and invitation boundary review

International African American Museum

atlas-candidate:demo:event-planner:charleston-iaam

place / new candidate / needs human review

needs event rental policy, sponsor tone, and date availability

Private review queue saved for later
Supabase objects
RLS + pgvector
Discovery readback: 0 workspace memory candidates, 0 live provider candidates, 5 known org candidates, 0 feedback receipts, 0 outcome receipts.
event_workspaces
event_briefs
event_fit_runs
atlas_place_candidates
atlas_organization_candidates
atlas_candidate_identity_links
place_source_refs
organization_source_refs
qets_event_intent_artifacts
qets_candidate_fit_artifacts
event_plan_recommendations
event_vendor_candidates
event_vendor_partnership_recommendations
event_vendor_feedback_receipts
producer_feedback_receipts
event_outcome_receipts
event_planner_shadow_review_rows
provider_request_ledger
audit_log
Learning readback
shadow only

What AVRAI learned from this planning session

  • Candidate fit favored Charleston County Main Library for Civic trust room.
  • low cost risk and 72% evidence confidence shape follow-up priority.
  • Charleston County Public Library as trusted civic host or library-programming referral + College of Charleston as education and student pathway partner with calendar review is the current partner hypothesis.
  • Vendor fit currently favors food: Callie's Hot Little Biscuit (Local small-bites route); drinks: Bitty and Beau's Coffee Charleston (Coffee/mocktail sponsor route); music: Venue program or AV owner (Curated playlist + AV route).

Future ranking impact

  • Positive feedback will raise similar event-intent and candidate-fit patterns.
  • Wrong-vibe or unavailable feedback will lower similar candidates until new evidence arrives.
  • Confirmed or happened outcomes become shadow HGCNN/Reality Model review rows, not live promotion.

Reality Model review

not_empirical_ready: requires frozen scenario, baseline, shadow output, calibration, privacy, holdout, cascade, rollback, and promotion receipt.

hgcnn-shadow-review:151ee014reality-model-delta-candidate:fe94098b
No learning receipt queued yet
Private workspace export, delete, and durable learning controls are for the later authenticated version.
AVRAI loop
runtime os shadow
01
planner web ui
02
vercel server route
03
runtime os web gateway
04
auth consent redaction rate limit no raw checks
05
provider adapters google places maps qets embeddings
06
atlas candidate registry
07
qets event intent and candidate fit artifacts
08
actualizer event plan ranking
09
vendor partnership fit food drinks music
10
producer feedback and outcome receipts
11
hgcnn reality model shadow review
Workspace/auth gate

Production route is designed for Supabase Auth workspace scope; public demo remains shadow readback.

Learning consent

Feedback receipts are learning candidates only and can be deleted or exported.

No-raw boundary

Provider payloads, raw vectors, direct user IDs, raw DNA, and location trails stay blocked.

Provider adapter

Google Places can run server-side only with field masks and provider request ledgers.

Reality Model mutation

Plans become shadow evidence and candidate deltas, not live Reality Model mutation.

Production safety boundary
no browser secretsno raw provider payloadno direct user idno live Reality mutationnot empirical readysession review only
event-planner-run:1f3f4a7b