Software built, operated, and proven by CevonX.
Every product in the CevonX portfolio is an owned software application designed to solve acute operational problems. We build in public and operate our own software tools.
Explore the Full Product Studio Portfolio
Live product catalog, active beta tests, technical specifications, and post-mortem experiment archives.
ProductScout
slug: productscout
Discovers real problems and identifies software products worth building.
ProductScout is an autonomous market intelligence engine designed for product builders and founders. It scans public internet communities (Reddit, Hacker News, GitHub Issues, Dev.to) to detect authentic user complaints, cluster friction points, identify incumbent weaknesses, and formulate concrete product opportunities with narrow MVP build scopes.
LedgerLens
slug: ledgerlens
Multi-provider AI vision document extraction and financial validation platform.
LedgerLens extracts structured financial data from receipts and invoice images. Unlike brittle OCR templates, it combines multi-provider AI vision (Groq, Gemini, OpenAI) with deterministic mathematical validation rules, cryptographic provenance watermarking, and an interactive human-in-the-loop review queue.
PrioX
slug: priox
Startup signal prioritization and operational decision engine.
PrioX helps fast-moving engineering teams filter high-volume incoming customer feedback, bug tickets, and operational requests into rigorous priority matrices. It demotes noise and highlights high-leverage execution opportunities.