Each one started as a real problem — a spreadsheet, a binder, or a whiteboard — then got rebuilt as software worth trusting.
contradiction & speech analysis
Analyzes transcripts to surface contradictions, vague claims, unsupported statistics, overpromises, and confidence gaps — for interviews, sales pitches, presentations, and negotiations.
Detects five categories of communication issues via LLM-based analysis.
pharmacy scheduling, conversational
Replaces Excel-based pharmacy scheduling with a conversational AI interface. Enforces pharmacist-to-tech ratios, tracks license expiry, matches shifts to certifications, and handles callout workflows.
Cuts scheduling time from ~2 hours to under 10 minutes.
expiry tracking, care facilities
Medication expiry tracking built around the crash cart monthly audit workflow — par templates, facilities, and audit sessions.
Built to enforce California Title 22 compliance during monthly crash cart audits.
also marketed as Ph@Ease
Digital IV compounding documentation. Upload a prep list or enter meds manually — get instant vial pull counts and pre-filled, printable compounding records.
Pitched directly to hospital pharmacy leadership at Kindred.

shelf-location tagging & retrieval
Finds any medication fast — shelf-location tagging and retrieval for pharmacy inventory, with a fully redesigned visual system across every screen.
Lets technicians locate medications visually instead of relying on shelf memorization.
workforce scheduling, security ops
Built to replace manual scheduling for a multi-site security operation. Automates shift assignments, staffing, and payroll preparation across hundreds of shifts.

customs inspection image retrieval
Search and retrieve shipment photographs tied to Foreign Trade Zone inventory, speeding up compliance and investigations.
interactive facility surveillance mapping
Links physical camera locations with monitoring systems, helping security teams respond faster and supporting OSHA and compliance investigations.

visitor & contractor credentials
Tracks issuance, expiration, returns, and audit history for temporary employee badges.
AI security video analysis
Upload security footage and VidAudit automatically flags suspicious activity — officers review minutes of AI-flagged clips instead of hours of raw video.
Cuts review time by ~90%, with under 3 minute average analysis time.

government transparency
Tracks lobbying activity, legislation, and relationships using graph data models, for investigative and compliance workflows.
policy impact modeling
Interactive platform for simulating legislation, stakeholder impact, and policy outcomes.

organizing investigative work
Lets journalists, watchdog organizations, and the public organize investigations around people, organizations, legislation, contracts, and events.
public information, made discoverable
A platform for making government information easier to discover — public records, agency directories, legislative tracking, and spending dashboards.
find something fun to do
Local activity and event discovery app — mood-based search, weather-aware suggestions, a Surprise Me recommendation engine, and live trending listings by category.

never watch alone
Watch-party web app with mood-based content picking, sourced from TMDB and Archive.org's public domain library.

daily operational command center
Replaces passive to-do lists with intent-based execution. Every task requires an objective and a Commander's Intent — the strategic why. Incomplete missions auto-carry forward with cumulative accountability badges, 7-day matrix views, and end-of-day retrospectives.
Built for founders and operators who need to stay mission-focused, not just busy.

community lifeline hub
Interactive mutual-aid platform for UC Irvine graduate residents — physics-driven draggable node graph, keyboard command terminal (/food, /curb, /tools), real-time furniture salvage feed, peer-to-peer tool lending, and an ephemeral courtyard feed with 24-hour stories.
Eliminated arrival friction for incoming international families; diverted household goods from campus dumpsters through real-time curb claiming.

life & household operating system
Graph-based cockpit that models personal life, capital projects, and family cash flows as an interconnected constellation. A forward-slash command bar dispatches tasks, expenses, and debt payments in under 2 seconds — no forms, no menus.
Tracks house construction stage gates, debt amortization, and family cash flow in one live topology view.
