PantherTech AI
A secure local-AI pilot exploring useful internal agents, model strategy, infrastructure, governance, and staff adoption.
Next
Updated August 2026Validate high-value internal use cases and controlled team workflows.
Automation Lab · Build in Public
Researching systems.
Building workflows.
Documenting the work.
A living record of enterprise automation products, higher education experiments, AI-assisted systems, and the questions that have to be answered before useful technology reaches production.
/ ACTIVE DIRECTORY
What I’m
building now.
Statuses are intentionally honest. A concept is not a product, and a prototype is not production. This lab shows the progression.
Employee Lifecycle Manager
A coordinated workflow concept for onboarding, role changes, access requests, approvals, and offboarding.
Next
Updated August 2026Map stakeholders, approval paths, and audit requirements.
Application & Certificate Monitor
An operational system for tracking application registrations, certificate expiration, ownership, and follow-up actions.
Next
Updated August 2026Expand notifications, ownership visibility, and reporting.
Higher Education Knowledge Assistant
An AI-assisted search experience for policies, procedures, documentation, and institutional knowledge.
Next
Updated August 2026Define source governance, permission boundaries, and evaluation criteria.
Campus Forms & Workflow Engine
A reusable foundation for digitizing forms, approvals, routing, notifications, and administrative processes.
Next
Updated August 2026Identify shared workflow patterns across institutional departments.
IT Access Request Center
A structured intake and approval experience for access requests with better ownership, status, and audit visibility.
Next
Updated August 2026Model request types, approval rules, and provisioning handoffs.
/ HOW PROJECTS MATURE
Problem before
platform.
Understand
Document the operational problem, people involved, current process, risks, and why it matters.
Design
Map the workflow, decision points, data, integrations, permission boundaries, and human handoffs.
Prototype
Build the smallest useful system that can test the assumptions without pretending it is production-ready.
Validate
Evaluate usefulness, reliability, privacy, maintainability, adoption, and the next investment decision.
/ COLLABORATE
Start a conversation ↗