AIUNITES runs 18 connected web applications on middleware we designed and built. Cross-site identity, cloud data sync, open notation protocols, and a shared design system — all in production. That's not a slide deck. That's the portfolio.
Three areas where we have real, demonstrable experience — not theory.
We build the layers that connect systems that weren't designed to talk to each other. Shared identity across applications, data sync between local and cloud, navigation context across sites, and open data formats that move between platforms without conversion.
Vanilla JavaScript, dark themes, CSS variables, responsive design, SQLite databases. We build web apps that are fast, accessible, and maintainable. Our DemoTemplate goes from zero to a fully authenticated app with admin panel in one clone.
We integrate AI capabilities into working applications — not prototypes. Educational games with AI content generation, quiz systems, agent platforms organized by profession. AI as a feature inside a real product, not a standalone demo.
Most consulting firms show you case studies from other clients. We show you the thing we built and run every day. Every site in the webring bar at the top of this page is a live AIUNITES application running on our middleware.
That means when we say we can build cross-site authentication, we can point to 4 apps sharing a user table right now. When we say we can design a data sync layer, we can show you CloudDB deployed to all 18 sites. When we say we can create open data formats, we can hand you the MNN specification — a formal notation system with EBNF grammar, prior art analysis, and a working builder app.
We don't consult on things we haven't built ourselves.
Real infrastructure, in production, across 18 sites.
Shared SQLite user table, session-based auth, demo mode, auto-admin first user, user dropdown with settings, backup, cache viewer, and admin panel. Templated for instant deployment.
Local-first data storage with cloud sync via Google Forms and Apps Script. Online/offline toggle, JSON backup/restore, deployed to all 18 sites. Your device is the source of truth, not the cloud.
MNN (Muscular Neuro Notation) — a formal specification for human movement data that works across exercise, virtual worlds, and robotic control. VRN (Voice Resonance Notation) for vocal training. Plain text, machine-parseable, no vendor lock-in.
A base template with complete auth, admin panel, modals, dark theme, responsive design, and webring integration. New sites go from zero to production-ready in one clone. Consistent UX across the entire network.
VideoBate (fallacy quiz game with leaderboards), Gameatica (math & ELA learning games), AIByJob (AI agents by profession), AIZines (digital magazine creation). AI woven into the product, not bolted on.
UATEST_PLAN.md files for all 18 sites. Feature tracking across the network. Semantic versioning. Systematic test scenarios for auth, modals, and site-specific features. Nothing ships without a test plan.
AIUNITES LLC also operates specialized consulting through dedicated brands.
ERP consulting and Jenzabar services for higher education. Student Information System development, complex T-SQL audit scripts, FERPA compliance, IPEDS reporting, database security analysis.
SIS database audit tools. Production-ready audit scripts for enrollment validation, academic standing, referential integrity, and compliance checks. The AIUNITES network is the dogfooding case study.
The ERP Magazine. Industry news, tutorials, technical deep dives. Bridges database expertise with educational content. Articles about audit scripts, compliance, and SIS best practices.
What we work with. No bloat, no unnecessary dependencies.
| Layer | Technology | Why |
|---|---|---|
| Frontend | Vanilla JavaScript | No framework churn, no build steps, ships fast |
| Styling | CSS variables, custom properties | Consistent theming, dark mode, easy to maintain |
| Database | SQLite | Portable, zero-config, shared across sites |
| Client Storage | localStorage | Local-first, works offline, user owns their data |
| Cloud Sync | Google Forms + Apps Script | Free tier, reliable, no server to manage |
| Hosting | GitHub Pages | Free, auto-deploy on push, HTTPS by default |
| Data Formats | JSON, MNN, VRN (plain text) | Open, portable, no proprietary readers |
| Professional | SQL Server, SSIS, SSRS, PowerShell, Power Platform | Enterprise SIS/ERP development (via ERPise) |
Have a project that needs middleware, a web app, or AI integration? We'd like to hear about it.