AVRAI dashboard demoDothan / WiregrassBase map

AVRAI Dothan / Wiregrass Intelligence Dashboard

Version 1 shows the source snapshot: places, organizations, needs, personas, and relationships that Version 2 reads from.

AVRAI demos

Version 1 Version 2

136

Nodes

248

Relationships

Places

Personas

Planning brief: Youth opportunity is the wedgeVersion 1 map / source snapshot

A workforce story connects high school, technical education, community college, medical education, employers, mentors, transportation, and after-school timing.

Where would one new relationship unlock the most next action?

Layer

OSM Place Map

Dothan High School

OpenStreetMap raster development tiles

Public OSM tiles are configured for low-traffic development only. Production demos should use a paid or self-hosted OSM-derived tile service with attribution.

Relationship Graph

Place

Org

Need

Signal

Area

Persona

46 visible nodes / 22 edges

Selected

Dothan High School

Story focus

After-School Access

Career Pathway Matching

Wiregrass Youth Pathways Coalition

Dothan High School

Wiregrass Skills Council

Places

Needs

Organizations

Areas + signalsPersonas

Selected Record

place / school

Dothan High School

78%

Large high school anchor for workforce, college, and civic pathway matching.

0.3

Centrality

3.2

Weighted degree

Degree

Relationships

located in

Downtown Core Overlay

Nearest demo area overlay based on latitude and longitude.

can support

Career Pathway Matching

Education assets can support pathway matching.

can support

After-School Access

Education assets can host or route youth opportunity.

should partner with

Wiregrass Youth Pathways Coalition

High school is a primary pathway anchor.

Map Readback

Selected-record map read

Dothan High School: place-anchor read

Dothan High School is being scored through its strongest visible relationship to Wiregrass Youth Pathways Coalition (should partner with), plus source confidence and graph position.

Opportunity

Action readiness

Review confidence

Map readback

Dothan High School has a 51% planning signal for serving as a visible place anchor for Wiregrass Youth Pathways Coalition. The base map read uses relationship density, source confidence, and adjacent records to show why this node matters in the regional picture.

Network strength87

Action readiness80

Partnership leverage72

Evidence quality57

Route support51

Uncertainty risk17

Governance friction0

Evidence inputs

place / school with 78% source confidence

centrality 0.3, weighted degree 3.2, degree 4

strongest edge: should partner with → Wiregrass Youth Pathways Coalition (86)

4 adjacent graph nodes across 2 source family/families

Plain-language summary

Dothan High School changes the read because the selected-record math uses its own centrality, edge weights, source confidence, and relationship mix. Version 1 dashboard scoring puts it at 87% opportunity and 80% action readiness, with the strongest graph evidence coming from should partner with → Wiregrass Youth Pathways Coalition.

Next action

Use Dothan High School as the map-visible proof point, then show the graph relationships that make it actionable.

Stakeholder signal

Dothan High School is a stakeholder signal when planners can see both the location and the relationship graph around it.

Lineage

OpenStreetMap Overpass seed snapshot for Dothan area, fetched May 22, 2026

Snapshot: dothan-wiregrass-2026-05-22-v1 / community community-12

educationworkforcenorthside