Jeremy Neely
Text Jeremy
AI & Agents · Production
Secure AI Hatz Tips
Fact-checked how-to answers inside the AI chat customers already use.
Built for: Business customers of an AI onboarding program, about 600 end users
The problem
Customers learning Hatz AI kept asking the same how-to questions, and the answers were scattered across decks, help articles, release notes and dozens of vendor videos. Hand-written tips do not scale, and AI-written tips are often wrong: about 38% of the first batch pulled from videos contained a claim the video never made.
What I built
I built a tips service that customers call as an MCP tool from inside their own Hatz chats, and get short answers that link to the exact article or video moment. Behind it is a .NET platform on a Linux server that turns vendor videos and docs into fact-checked, de-duplicated draft tips for review, plus a supervisor that watches and heals the system.
How it works
- Pull new vendor videos and help pages on a schedule.
- Have AI draft short tips with timestamped links.
- Fact-check every tip against its source and drop duplicates.
- A person approves tips in a web console.
- Customers ask in their Hatz chat and get cited answers.
Built with
- C# / .NET 10
- ASP.NET Core
- MariaDB
- Claude Code CLI
- Hatz AI
- Ubuntu Linux
More of Jeremy's work
Web Apps & Dashboards
Security & Compliance
Documents & OCR
- OCR WatchReads handwritten parts sheets on the PC and flags only uncertain entries.
- AME-XDOCMoves hundreds of Word documents to a new template, and checks itself.
- Meeting Executive Summary EmailA 30-second meeting summary page, with the detail one click away.
- OCR Review StudioUpload a scan, check OCR line by line, tune it, export Markdown.
AI & Agents
- AME MCP ServerOne governed doorway between AI assistants and business systems.
- CAD Drawing IndexLets staff ask their AI assistant what is inside AutoCAD drawings.
- Hatz User WatchWarns admins before any person runs out of AI credits.
- AI Hours TrackerAI interviews staff and writes up each AI time-saving win for leadership.
- Meeting Summary BuilderTurns a Teams or Zoom transcript into a branded Word meeting summary.
- Hatz Usage WatchTray app that tracks every Hatz AI client's monthly credit use and warns early.
- Secure AI for ExcelChat with any Hatz AI model inside Excel and let it do the work.
- TokenXMeasures what each Hatz AI model really costs, then helps people choose.
- FollowUp AITracks sent emails still waiting on a reply and helps close them.
- localzeroInbox-zero triage for Outlook Classic, run locally with Claude.
- Secure AI Advanced ChatSaved-prompt workspaces for Claude through the Hatz AI gateway.
- Hatz Admin ToolkitAdmin tools for moving users and bulk-assigning roles in Hatz AI.
- Secure AI Process MapThe 90-day Secure AI onboarding program on one clickable page.
Desktop Apps
- MDViewA portable Markdown reader and editor for Windows, one file, no install.
- CommCentralTeams, Outlook, calendar, inbox KPIs and an AI assistant in one window.
- N-ToolsOne portable Windows toolkit to diagnose, repair and document a PC.
- TicketNotesTime tracker that drafts Q360 timebill notes with AI.
- Activity LogRecords your workday and turns any time range into a ticket write-up.
- PriorityNotifyVIP emails and Teams chats that break through meetings and mute.
- MeetingRemindMeeting reminders that check you actually joined the call.
- MyDashA self-building launcher for every tool in a scripts folder.
- AppWatcherKeeps important tray apps running and alerts when they keep failing.