Policy Brain 3D workbench — database search, guided agents, and live site validation

Alberta–Ottawa Hackathon

Flags

Nodes

Edges

Crystals

Hackathon Data Snapshot

Server-side DuckDB snapshot used by guided scans. Credentials and raw SQL stay off the browser.

missing

Source

Hackathon warehouse not configured

Database

Not configured

Host

Hidden

Snapshot

Not built

Age

No snapshot

Worker

queued

Latest run

Statuscompleted

Sample cap500

CompletedMay 2, 2026, 10:20 a.m.

Snapshot row counts / 0 total

Build the snapshot with the local Python worker to populate counts.

Database search

Results render as temporary database nodes in the 3D brain and open in the evidence drawer.

Challenges

AI Agent Selection

Question template

Companies and nonprofits that received public funding, then dissolved, went bankrupt, or stopped filing soon after.

Recommended algorithms

duckdbpyodruptures

Expected outputs

dependency outlierspost-funding disappearance flags

Current data coverage

entity_fundingsnapshot missing

grantssnapshot missing

cra_financialssnapshot missing

Live site context (optional)

Stamps data_sources refresh times and optional MP rollups onto the job for validation against the warehouse run.

Selected group

Zombie Recipients

Three.js / WebGL / OrbitControls / Force graph

Brain legend

3D red maple leaf: hackathon source graph

Ten orbit nodes per challenge: database-backed evidence lenses

Badges: tags, evidence artifacts, source records

12 crystals / 25 graph nodes / 17 edges

Evidence drilldown

Select a graph node, challenge, or evidence card to inspect source schema, table, primary key, and generated artifacts.

Aurora Civic Labs

zombie-recipients:a3e74b9c-ab05-4275-a863-7cc6faef9fd3

99%

run id: d802301e-b3a5-42be-afb0-42605c75f385

entity id: a3e74b9c-ab05-4275-a863-7cc6faef9fd3

entity name: Aurora Civic Labs

source view: challenge_01_zombie_recipients_v

analysis version: mvp-rules-v1

dissolution date: 2026-03-20

18132822-b001-4e1a-a9b1-9ca3a1b27ef3

zombie-recipients:public-funding-dependency:18132822-b001-4e1a-a9b1-9ca3a1b27ef3

88%

toolbox: pyod

entity id: 18132822-b001-4e1a-a9b1-9ca3a1b27ef3

challenge key: zombie-recipients

subject label: Aurora Civic Labs

subject source: general.entity_golden_records

analysis run id: 7f0c9450-c5d7-42aa-87ae-c6ab62fab906

pyod:entity-funding:6b4a20ad-141c-4a2a-ad3a-eaa0f74ede11

82%

toolbox: pyod

z score: 2.2

fallback: true

subject label: Northline Infrastructure Inc

subject source: general.vw_entity_funding

analysis run id: 7f0c9450-c5d7-42aa-87ae-c6ab62fab906

pygod:fallback:c19b3312-2703-426d-88b5-a15bf371cf46

81%

toolbox: pygod

fallback: true

subject label: c19b3312-2703-426d-88b5-a15bf371cf46

subject source: cra.loop_edges

analysis run id: 838936ee-6511-439d-8eba-c75032215d4b

weighted degree: 480K

Artifacts

Challenge flags10

Memory crystals0

Findings0

Active jobqueued

Back to overview

Policy Brain 3D workbench — database search, guided agents, and live site validation

Alberta–Ottawa Hackathon

Flags

Nodes

Edges

Crystals

Hackathon Data Snapshot

Server-side DuckDB snapshot used by guided scans. Credentials and raw SQL stay off the browser.

missing

Source

Hackathon warehouse not configured

Database

Not configured

Host

Hidden

Snapshot

Not built

Age

No snapshot

Worker

queued

Latest run

Statuscompleted

Sample cap500

CompletedMay 2, 2026, 10:20 a.m.

Snapshot row counts / 0 total

Build the snapshot with the local Python worker to populate counts.

Database search

Results render as temporary database nodes in the 3D brain and open in the evidence drawer.

Challenges

AI Agent Selection

Question template

Companies and nonprofits that received public funding, then dissolved, went bankrupt, or stopped filing soon after.

Recommended algorithms

duckdbpyodruptures

Expected outputs

dependency outlierspost-funding disappearance flags

Current data coverage

entity_fundingsnapshot missing

grantssnapshot missing

cra_financialssnapshot missing

Live site context (optional)

Stamps data_sources refresh times and optional MP rollups onto the job for validation against the warehouse run.

Selected group

Zombie Recipients

Three.js / WebGL / OrbitControls / Force graph

Brain legend

3D red maple leaf: hackathon source graph

Ten orbit nodes per challenge: database-backed evidence lenses

Badges: tags, evidence artifacts, source records

12 crystals / 25 graph nodes / 17 edges

Evidence drilldown

Select a graph node, challenge, or evidence card to inspect source schema, table, primary key, and generated artifacts.

Aurora Civic Labs

zombie-recipients:a3e74b9c-ab05-4275-a863-7cc6faef9fd3

99%

run id: d802301e-b3a5-42be-afb0-42605c75f385

entity id: a3e74b9c-ab05-4275-a863-7cc6faef9fd3

entity name: Aurora Civic Labs

source view: challenge_01_zombie_recipients_v

analysis version: mvp-rules-v1

dissolution date: 2026-03-20

18132822-b001-4e1a-a9b1-9ca3a1b27ef3

zombie-recipients:public-funding-dependency:18132822-b001-4e1a-a9b1-9ca3a1b27ef3

88%

toolbox: pyod

entity id: 18132822-b001-4e1a-a9b1-9ca3a1b27ef3

challenge key: zombie-recipients

subject label: Aurora Civic Labs

subject source: general.entity_golden_records

analysis run id: 7f0c9450-c5d7-42aa-87ae-c6ab62fab906

pyod:entity-funding:6b4a20ad-141c-4a2a-ad3a-eaa0f74ede11

82%

toolbox: pyod

z score: 2.2

fallback: true

subject label: Northline Infrastructure Inc

subject source: general.vw_entity_funding

analysis run id: 7f0c9450-c5d7-42aa-87ae-c6ab62fab906

pygod:fallback:c19b3312-2703-426d-88b5-a15bf371cf46

81%

toolbox: pygod

fallback: true

subject label: c19b3312-2703-426d-88b5-a15bf371cf46

subject source: cra.loop_edges

analysis run id: 838936ee-6511-439d-8eba-c75032215d4b

weighted degree: 480K

Artifacts

Challenge flags10

Memory crystals0

Findings0

Active jobqueued