AI transformation for traditional industry, starting in southern Taiwan

High volume of B2B quote requests and after-sales messages, with human support going offline after hours.

A semantic judgement layer (not a keyword table), automatic hand-off of urgent cases to a human, group notifications, and a dedicated support console — with two LINE accounts kept strictly separate.

20 out of 20 on the client's own judgement test, and 7/7 on the second protection layer.

Running Instagram giveaways by hand was slow and error-prone.

End-to-end automation of the giveaway process, delivered as a monthly subscription.

Live in production, on a paid monthly subscription.

A traditional manufacturer running both a B2B ingredients line and a B2C consumer brand — two audiences with entirely different messaging.

Three isolated AI agents, each holding its own brand knowledge base and channels, with no cross-contamination.

All three agents in service.

Whether a board will survive surges, ESD, impedance mismatch or crosstalk is often only known after it has been built and tested.

21 circuit calculators that run in the browser and recalculate as you enter your own component values. Several of them can also be called directly by AI tools such as Claude and Cursor via MCP.

Live at circuit-sim.enscon.ai. A public validation scorecard checks the calculators’ results item by item against standards or manufacturer data — 206 checks so far, with what they can and cannot calculate stated plainly.

Meetings end, everyone leaves, and nobody follows up on what was decided.

An app that closes the loop: meeting → cards → assigned work.

Going through App Store review.