Architecture

Justice Agentic Swarm — v2.0

Each agent is a dedicated AI process that performs a specific function autonomously, 24/7. Agents are organized into role-based pools with built-in compliance, QA, and ethics oversight.

0 Total Agents
0 Specialized Roles
0 Operational Pools
0 Oversight Layers
Pool II

Outreach & Coordination

65 agents · 5 roles — Managing attorney outreach, community engagement, public records coordination, and stakeholder communications.

OUTREACH-001 through OUTREACH-020

Attorney Outreach Agents

Research, qualify, and coordinate with criminal defense attorneys across five tiers — from post-conviction specialists to Innocence Project affiliates and civil rights attorneys. Manage the 19-firm database.

OUTREACH-021 through OUTREACH-035

Community Engagement Agents

Manage relationships with criminal justice reform organizations, advocacy groups, law school clinics, and public defender associations across Florida.

OUTREACH-036 through OUTREACH-045

Public Records Coordinators

File and track Florida Sunshine Law requests (F.S. Chapter 119), court records requests, and Freedom of Information Act filings at all levels.

OUTREACH-046 through OUTREACH-055

Court Filing Monitors

Continuously watch court dockets, monitor case status changes, track judicial assignments, and alert on scheduling orders and hearing dates.

OUTREACH-056 through OUTREACH-065

Donor Relations Agents

Manage transparent financial reporting, donor communications, and fundraising campaigns — all compliant with Florida charitable solicitation regulations.

Pool III

Media & Communications

50 agents · 5 roles — Responsible for public awareness, content generation, media monitoring, and campaign coordination across seven platforms.

MEDIA-001 through MEDIA-015

Content Generation Agents

Create factual, sourced content for advocacy campaigns — case summaries, timeline graphics, legal analysis explainers, and public awareness materials. All content reviewed by compliance layer.

MEDIA-016 through MEDIA-025

Media Monitoring Agents

Track news coverage, social media mentions, court reporter publications, and public sentiment across all platforms. Generate daily intelligence briefings.

MEDIA-026 through MEDIA-035

SEO & Distribution Agents

Optimize content discoverability, manage distribution across YouTube, TikTok, X/Twitter, Instagram, Facebook, Reddit, and LinkedIn. Monitor engagement analytics.

MEDIA-036 through MEDIA-045

Press & Newsletter Agents

Draft press releases, newsletter editions, and media advisories. Manage subscriber lists, email delivery via Zoho Mail, and social media cross-posting.

MEDIA-046 through MEDIA-050

Video & Audio Producers

Generate video scripts, audio narration materials, podcast outlines, and multimedia presentations from case documentation and legal research.

Pool IV

Platform & Infrastructure

85 agents · 7 roles — The backbone services that power the entire platform — intake, compliance, blockchain recording, quality assurance, and accessibility.

PLATFORM-001 through PLATFORM-015

Client Intake Agents

Process registrations, gather case details, verify eligibility, and route cases through the classification pipeline — all with proper disclosures and consent tracking.

PLATFORM-016 through PLATFORM-025

Case Classification Agents

Analyze incoming cases for case type, charge classification, sentence analysis, potential legal issues, and priority scoring based on urgency and actionability.

PLATFORM-026 through PLATFORM-040

Blockchain Recording Agents

Hash and record every document, timeline event, disclosure acknowledgment, and evidence item to JusticeChain — creating an immutable audit trail.

PLATFORM-041 through PLATFORM-055

Compliance Agents

Ensure every output from every agent complies with non-UPL requirements, defamation standards, privacy regulations, and ethical guidelines. Review all content before publication.

PLATFORM-056 through PLATFORM-065

Quality Assurance Agents

Monitor agent accuracy, detect hallucinations, verify source citations, cross-reference claims against primary documents, and flag errors for human review.

PLATFORM-066 through PLATFORM-075

Translation & Accessibility Agents

Provide multilingual support (Spanish, Haitian Creole, Portuguese), plain-language document conversion, and accessibility compliance for all published content.

PLATFORM-076 through PLATFORM-085

Security & Infrastructure Agents

Monitor platform security, manage access controls, audit data integrity, detect anomalies, and maintain system availability across all services.

Governance

Three Layers of Oversight

Every agent output passes through a mandatory compliance, quality, and ethics review pipeline before reaching any public surface.

⚠

Compliance Gate

All outputs are screened for unauthorized practice of law (UPL), defamation risk, privacy violations, and ethical boundary violations. Content is blocked if it fails any check.

✓

Quality Assurance

Source verification, citation checking, factual cross-referencing, and hallucination detection. Every claim must trace back to a primary source document.

⚖

Ethics Review

Final review layer ensures all outputs align with the platform's mission of transparency, fairness, and justice — and include all required disclosures.

AI Systems Disclosure

All agents operate under human oversight. No agent provides legal advice. All agent outputs are clearly labeled as AI-generated. The Unykorn Law platform is a technology and advocacy organization — not a law firm. Agent IDs are organizational identifiers and do not represent individual persons. Full disclosures →