2026 GRAXEL Service Roadmap — What to Expect This Year

2026 is a breakthrough year for GRAXEL. Here are the major services and feature updates we're planning.

Q1: Core Service Stabilization

• MyHyetaek Enhancement — Expanded auto-crawling of local government policies, improved AI consultation accuracy, multilingual support (KO/EN/JA)
• JobFit AI Official Launch — Integrated crawling from Saramin, JobKorea, and Wishket with proficiency-based matching
• K-Guide Beta — Korean life guide service for foreigners

Q2: AI Tool Expansion

• Excel2Insight — AI Excel data analysis service official launch
• AI Copywriter — Automatic marketing copy generation
• Mobile App — iOS/Android native app launch (Capacitor-based)

Q3~Q4: Ecosystem Expansion

• Developer API — Marketplace for external developers to register services on GRAXEL
• Enterprise Plan — Team management, volume discounts, dedicated support
• AI Agent — Browser automation-based task agent service

Infrastructure Improvements

We'll continuously strengthen our tech infrastructure: high-performance Rust backend (Axum), batch processing on Oracle Cloud Always Free, pgvector semantic search, and more.

Stay tuned for launch announcements through this blog and the portal dashboard!

How this connects to the live GRAXEL portal

This guide is part of the same operating model described on the About GRAXEL page and the platform overview. The goal is not to publish generic AI copy, but to document how a real service portfolio is planned, shipped, measured, and improved.

For implementation work, GRAXEL follows official framework guidance instead of treating examples as copy-paste snippets. The portal uses patterns documented by Next.js and localization practices aligned with next-intl. If you want to ask about this workflow or suggest a service improvement, use the contact page.

Practical takeaway

• Start with one narrow user problem before adding more automation.
• Keep source data, user-facing explanation, and billing assumptions separate.
• Review the page in a real browser before assuming search engines or ad reviewers will understand it.

How roadmap items graduate into real releases

I treat the GRAXEL roadmap as a set of release candidates, not promises that every idea will ship on a fixed date. A service moves forward only when it has a clear user problem, a small testable workflow, a support path, and a privacy review. That prevents the portal from becoming a list of unfinished concepts. It also helps users understand which services are ready to try and which are still experiments.

For 2026, the most important release signal is repeat usage. A feature that looks exciting once may not deserve a full product. I watch whether users return, whether support questions repeat, and whether the service can be operated without constant manual intervention. Technical readiness matters too: authentication, logging, data retention, backup, rollback, and abuse prevention need to be in place before wider promotion. When a roadmap item fails one of those checks, I would rather delay it than publish a thin page. A slower roadmap with useful services is better than a fast roadmap that creates search pages with little substance.

Extra review step

Each roadmap item should have a kill criterion as well as a launch criterion. If a prototype cannot attract repeat usage, cannot be explained in one sentence, or requires too much manual operation, it should be paused. This protects users from half-finished services and protects the portal from accumulating thin pages that exist only because they were once exciting ideas.