EDORA
An architecture for the Deep Mid-South adjudicated juvenile
Our AI-data framework standardizes existing justice pipelines, providing clarity and guidance for the professionals dedicated to supporting adjudicated youth.
EDORA Framework
The architecture of transformation — five foundations guiding youth services through the juvenile justice pipeline, making every stage of the journey legible, restorative, and humane.
Center the youth’s identity and strengths from day one; design the plan around the person, not the charge.
Reroute eligible youth into community alternatives using assessment + rules + human review.
Equip youth with skill-building, school re-entry, and resources; progress is tracked and celebrated.
Therapy-first workflows adapt as progress unfolds; treatment evolves with the youth, not despite them.
Each closed case becomes a proof point; outcomes fuel policy improvements and community wins.
Partner With Us
Whether you're a mentor, a parent, a volunteer, or a partner organization — EDORA needs your heart and your hands. Together we can craft systems, tools, and living structures that help every youth find their way home.
🗺️ Maps
We chart what was once invisible — the full journey through intake, detention, and reentry. EDORA’s interactive maps link every agency and policy node, turning data into a shared landscape of progress.
📐 Blueprints
We design scalable models for reform. Each blueprint defines how local practices, policies, and pipelines connect — ready to be cloned, adapted, and improved anywhere justice is reimagined.
🏗️ Infrastructures
We build the unseen bridges — APIs, data handoffs, and secure channels that link schools, courts, and care networks into one humane information spine.
🧩 Frameworks
We code the grammar of justice — shared definitions, data standards, and metrics so that everyone, from judge to researcher, speaks the same language of dignity and outcomes.
📘 Playbooks
We translate policy into practice. EDORA’s playbooks offer checklists, examples, and scenario guidance so teams can act ethically, consistently, and confidently across every pipeline stage.
📊 Dashboards
We make truth visible. Dashboards reveal the real-time pulse of reform — who’s being served, where disparities remain, and how change is taking hold.
🚪 Gateways
We open doors. Gateways are digital and human crossings that let youth move between systems — from custody to classroom, from data to opportunity — without losing their story along the way.
Partnership Spotlight
Partnering with Youth Workbench
YWB is the opportunity engine; EDORA is the workflow engine. Together they turn real-world chances into guided, trackable progress. Youth get pathways. Staff get clear workflows. Everyone gets dignity and signal over noise.
Opportunity → Case
Opportunities published in YWB (apprenticeships, workshops, scholarships) flow into EDORA as actionable steps. One click assigns tasks, sets due dates, and links resources to the youth’s case timeline.
Mentors & Schedules
YWB mentor matches sync into EDORA calendars and notes. Staff track meetings, outcomes, and follow-ups without copy-paste or email spelunking.
Eligibility & Fit
EDORA highlights which YWB opportunities fit each youth (age, location, timeline). Deadlines and requirements surface early, not after they pass.
Privacy, Dignity, Consent
Only necessary fields travel, with explicit consent and clear audit trails. Trauma-aware language and dignity-first defaults are built in.
Partnership
Partnering with Arkansas Data Hub
AR Data Hub brings maps, measures, and provider intelligence; EDORA turns those signals into compassionate case guidance. Insights go to care decisions: opportunity matching, diversion options, mentor outreach, and progress tracking — never punitive scoring.
Opportunity Fit (Non-Punitive)
County-level trends and provider availability inform which Youth Workbench opportunities are shown first for a case — scholarships, apprenticeships, CBP programs — with age/location filters and deadlines surfaced early.
Provider Intelligence → Tasks
Directory lookups convert to EDORA actions: “Call intake,” “Schedule screening,” “Export referral packet,” and “Confirm attendance,” all time-stamped on the case timeline.
Equity & Context
Cohort definitions and denominators from the Hub keep comparisons honest. EDORA highlights context and cautions so staff avoid over-interpreting small numbers.
Consent-First Data
We use public aggregates and share only minimal fields with explicit consent. No raw PII is pulled from public dashboards; EDORA maintains audit headers for every inbound/outbound event.
Sources: public dashboards & documentation from the Arkansas Data Hub. Methods and definitions are transparent; low counts are suppressed to protect privacy.