SD Panthers Operations · Human-Governed Adaptive Operational AI
Governed agents for operational programs, not chat theater
SD Panthers combines a Unified Adaptive Operational Runtime (UAOR) with specialized product agents — accessibility remediation, workflow orchestration, and an open-source multi-agent delivery kit for engineering teams.
Trust chain: findings → orchestration → explainability → review → governance → exports → audit → operational intelligence → scorecards
Platform capabilities
Operational AI infrastructure with human review gates — suitable for pilots, procurement conversations, and production programs.
Spearhead
AI Accessibility Operations
ICT acquisition lifecycle governance: ingest, remediation workflows, human review, GitHub sync, exportable evidence (CSV/PDF), audit ledger.
Not one-time scans →
Orchestration
Automation Studio
Cross-product workflow engine: define pipelines, run steps with policy gates, and operational telemetry across clinical, markets, and platform modules.
Open studio →
Runtime
UAOR agent mesh
Planner, analyzer, validator, reviewer, and exporter roles under orchestration — scorecards and immutable platform events, not free-running automation.
Engineering
11 open-source dev agents
Product Owner → Planner → Architect → Builder → Reviewer → QA → SecOps → DevOps — parallel execution with quality gates. MIT core + commercial tiers.
Details below ↓
Markets
Market Insights Podcast
Five daily episodes with Farah & Jordan — sector coverage, operational backlog on the site, RSS for Apple/Spotify.
Listen →
Commercial
Plans & entitlements
Starter, Pro, Enterprise, clinical translation, and product-specific SKUs — unified account across www and API-gated surfaces.
View pricing →
What we are / what we are not
We are
- Governed operational workflows with human review
- Exportable evidence and audit trails for programs
- Issue-scoped explainability tied to real records
- Engineering integrations (GitHub, CI ingest)
We are not
- Autonomous “set and forget” compliance
- Generic chatbot SKU disconnected from workflow state
- Official Section 508 certification or VPAT issuance
- One-time scanner theater without lifecycle governance
Open-source multi-agent delivery
For software teams shipping features — Docker, npm CLI, DevContainer, and CI-ready quality gates.
11 specialized roles
AIPO, Planner, Architect, Builder, Reviewer, QA, SecOps, DevOps, Observer, Identity, Legal.
Parallel execution
Plan → architect → build with quality gates; 3–5× faster than sequential handoffs.
DevContainer + CI
SIT, CodeQL, OSSF Scorecard patterns — ready for secure delivery pipelines.
OpenHands-ready
Optional coding runner for autonomous PR generation with human review in the loop.
Docker + npm
One-command setup; works on macOS, Linux, and cloud shells.
MIT + commercial
Open-source core; PRO and Enterprise for advanced features and support.
Quick start (open-source repo)
git clone https://github.com/usqazi/ai-agents
cd ai-agents
make install
make run GOAL="Build a landing page for my startup"Pilot or procurement conversation?
Start with the 5-minute accessibility walkthrough — operational governance, exports, and UAOR metrics on a live pilot project.