Live Tools
The Demo Catalog
Working software across risk, workforce, and finance. Every tool listed here is deployed and accessible.
Entitlement Quality Monitor
Stop overpaying for software your people don't use.
Connects to your identity provider, flags entitlement drift in real time, and surfaces remediation actions. Built on FastAPI and Appian. Production-tested for SaaS license recovery.
Resiliency Testing Orchestrator
Run a BCP test without calling a meeting.
OOR-first business continuity simulator. Define your recovery scope, run a scenario, and get a structured gap report — no consultant required. FastAPI backend with Streamlit UI.
Human Workforce Analytics
Your content strategy, driven by actual channel data.
Auto-refreshing YouTube analytics dashboard that pulls live metrics every 4 hours via GitHub Actions. Tracks views, watch time, subscriber growth, and top content — no manual exports.
Knowledge Evolution Layer
Track what your organization knows — before the gap becomes a liability.
Embeddings-based drift detection that surfaces how institutional knowledge diverges from team behavior over time. Routes queries across local and cloud LLMs based on sensitivity.
Layman's Spending Assessment
Plain-English answers to 'where is my money going?'
Local Streamlit app that ingests RocketMoney CSV exports and provides an AI-powered spending dashboard with Claude chat. Distributed as a zip — no cloud dependency, no data leaves your machine.