What we're building

Job search — discovery, cover letters, interviews

Open-source piezoelectric Z-probe for 3D printers — ultra-precise auto bed leveling, AVR/ARM firmware, hardware sales only (CC BY-SA 4.0)

Auction sniping — eBay, CT Bids, estate auctions

Pantry tracking, barcode/receipt OCR, leftover recipe suggestions

Self-hosted log analysis and incident diagnosis — quick capture, RAG-powered log search, network monitoring

PDF and rulebook RAG — multi-document search, page-level chunking, Ollama-backed Q&A for dense reference material

Local voice transcription, speaker diarization, meeting notes, dictation, and real-time tone annotation

Customer service — IVR queues, complaint letters, dispute tracking

Email classifier training — IMAP fetch, card-stack labeling UI

Government forms — benefits, FAFSA, immigration, permits

Insurance — prior auth, claim disputes, appeals

Healthcare — referrals, waitlists, records, prior auth

Government appointments — DMV, passport, USCIS slot monitoring

Workplace accommodations — ADA request letters, retaliation docs

IEP/504 plans — education accommodations, meeting prep, due process

Rentals — listing monitor, applications, lease review

BCI and alternative input training harness — adaptive and hands-free computing

Personal finance clarity — account aggregation, spending context, ND-friendly budgeting

Mutual aid exchange — offer/request matching, local community fulfillment tracking

Travel — flights, visas, disruption rebooking

Contractors — quotes, scope of work, milestones, disputes

Home/car — maintenance, scheduling, warranties, recalls

Privacy rights — CCPA/GDPR DSARs, erasure requests, DPA escalation

Event tickets — queue management, price tracking, FTC complaints

Gardener assistant — grow schedules, plant tracking, graft tracker

Mycology assistant — cultivation tracking, strain/species library

Distillery/brewery assistant — fermentation, batch logging

Emergency identity recovery — camera fingerprint, printable docs

Privacy-first local voice assistant hardware — wake word, local inference, open hardware reference build

Cross-product data gathering (reserved)