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 →