AI Agent Development × Embedded Integration × One-Stop Commercial Platforms

The software team that
grew out of the factory floor

PickMy Tech focuses on two things: enterprise AI Agent development and end-to-end commercial platform builds. Our team brings nearly 20 years of factory-automation experience — we understand the shop floor first, then write the code, and deliver all the way to measurable results.

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agent diagnose --factory
▸ Scanning floor data … done
▸ Optimization points identified: 3
  · Changeover waiting time too long
  · Reports re-entered by hand
  · Broken exception-reporting chain
▸ Deploying private Agent (data stays in-house)
▸ On-site training → KPI tracking
0yrs+
Factory-automation experience
0live
Case studies in production
0listed co.
Running a private Agent
0steps
Field-proven methodology
Services

Two business lines, one goal: measurable results

No concept demos. Every project is measured with the same ruler — it runs on the floor, and the results are visible.

Enterprise AI Agent Development

Turning AI demos into performance

Our team's ~20 years on the factory floor, combined with AI, help enterprises quickly find optimization points, build fast, and land effectively.

01
Find the optimization pointsField experience plus data diagnostics to locate labor-intensive, information-asymmetric steps.
02
Build fastPrivate Agent deployment and enterprise knowledge learning, integrated with existing systems — data never leaves the plant.
03
Land effectivelyEmbedded into daily operations with training and quantified tracking, until the results show.
Private deploymentEnterprise knowledge learningERP / MES integrationQuantified KPIs

Commercial Platform Development

From homepage to payments, all in one go

Corporate websites, front & back office, apps (incl. mini programs), payment flows — modular development, one-stop delivery, continuous iteration after launch.

Corporate websiteFrontend (customer)Backend (admin)App & mini programPaymentsMembers & ordersDashboardsRoles & audit logs

Platform projects are essentially about getting the rules right first: how money flows, how orders move, how accounts reconcile. We define the rules clearly, then let software execute them — so the back office doesn't descend into chaos.

Methodology · Factory AI

How Does AI Reach the Line? Four Layers from Station to ROI

No matter how strong the model, what matters is whether it can plug into the line. Four layers: station intake → AI capability → system integration → business value.

LAYER 1Shop Floor StationsSHOP FLOOR
SMT Placementpaste / mount / reflow AOI Inspectionmissing / offset / cold joint ICT / FCT Testelectrical / functional FATP Assemblyassembly / calibration Pack & Shipappearance / label
Every station is an intake point for AI
LAYER 2AI CapabilitiesCAPABILITIES
Visual Inspectiondefect classify / locate Time-series Anomalytest data / vibration / drift Knowledge Q&ASOP / complaints / manuals Predictive Maintenancebearing / motor / aging
Capabilities only move things once connected to systems
LAYER 3Systems & DataSYSTEMS & DATA
MESWMSERP QMSSCADA / PLC Test Equipment Equipment LogsCAN / RS232 Quality Database
Ultimately it must land on quantifiable outcomes
LAYER 4Business ValueBUSINESS VALUE
Higher YieldYield ↑ Higher OEEuptime ↑ Manpower Releasedrepetitive checks ↓ Fewer Complaintstraceability ↑

The Four Selection Questions

From technology to value — what a factory should ask
1
Can it take the input?
Does it support your testers, PLCs and legacy equipment (RS232, CAN, Modbus)?
2
Can it run the process?
Can it carry an end-to-end flow across MES/QMS/ERP, not just a single-point answer?
3
Can it be governed?
Are there permissions, logs, approvals and traceability? A line cannot have parameters changed at will.
4
Can it create ROI?
Can it be quantified in yield/OEE/manpower, rather than "feels intelligent"?
If any of the four cannot be answered, that AI is not ready for the line.
The real question a factory should ask is not "which model is strongest", but "which AI can plug into my line and explain why it judged this piece NG".
Accurate is not enough — it must be explainable. That is the divide between a demo and a production line, and the starting point of every project we take on.
Solution · Hardware + Software

E-bike powertrain — motor, controller, battery — built as one

Controller, motor drive and battery: from board design to vehicle bus, from firmware to OTA, delivered by one team.

Motor Controller · VCU

The vehicle brain that makes protocols speak
  • BLDC / PMSM controller design (STM32 / ESP32-S3)
  • Six-step commutation → sensorless BEMF + closed-loop PI speed control
  • CAN / BLE / UART comms, vehicle protocol definition
  • Protocol reverse-engineering & multi-brand compatibility

Motor Drive

MCU, gate driver, power stage — one board
  • 3-in-1 board: MCU + gate driver + MOSFET power stage
  • Power & thermal design, balancing efficiency and cost
  • Protection: overcurrent, stall, undervoltage
  • Bench calibration with visible efficiency curves

Battery · BMS

Battery guardian and data gateway
  • 10S–13S cell monitoring (AFE) + SOC estimation
  • Charge/discharge protection & balancing
  • CAN J1939 vehicle communication
  • Bluetooth configuration, alerts, cloud telemetry

Vehicle integrationfrom board to production

Color dashboard HMI App pairing & configuration over BLE End-to-end OTA firmware updates GPS tracking & anti-theft Vehicle protocol definition & docs Production testing & ramp-up support

Dashboards, controllers, BMS, GPS trackers — every block here has actually shipped, not slideware.

Case Studies

Products already running — not concept art

All of the following are systems actually built and operated by PickMy Tech.

AI AgentPrivate deploymentManufacturing

A listed company · Private AI Agent

CONFIDENTIAL / NDA

We deployed a private Agent for a listed company and ran AI-driven analysis that broke down its key manufacturing process, completed enterprise knowledge learning and system integration, and went live in daily operations.

Live in production, with quantified results
−12%
Labor input on the key process
+3%
Yield improvement
Performance data disclosed with client approval
PlatformPayments

Yikatong ECT

ecatong.com

Prepaid-voucher & vendor buyback platform: website, front & back office, mini program and payment modules — with a fund escrow pool, atomic voucher settlement and failure-compensation state machines.

4-layer architecture · 7 touchpoints · end-to-end payment loop
PlatformMini program

PartyBa

partybaba.com

Multi-vendor banquet & events platform: customer ordering, vendor acceptance, 5-dimension vendor scoring, channel referral commissions and HQ mystery audits — a full WeChat mini-program flow.

Multi-vendor matching + commission system in live operation
AI appOn-device AI

MyCatSay

mycatsay.com

Individual cat-vocalization learning app: on-device acoustic recognition (34-dim features + nearest-neighbor inference), offline-first, data never leaves the phone — a unique voice profile for every cat.

Purely on-device AI — 100% hit rate in internal tests
PlatformHW + SW

PickMy Photo Booth

Photo-booth chain software

Photo-booth chain system: booth-side software, back-office operations and offline installer packages, delivered hardware-software as one; v1.x running in stores, V2.0 in continuous iteration.

Hardware + software as one · running on real machines
AI AgentIndustrial IoT

Industrial Edge Gateway

EDGE GATEWAY

Connecting RS232, legacy PLCs and mixed-protocol equipment to an on-premise local service — old machines stay, and old lines get AI analytics.

Data stays on-prem · new life for old lines
AI applicationAutomation

AI Video Review

Video AI review

Video-content AI review and batch-processing system: detection, processing and automated review workflows applied to short-drama remux pipelines, replacing manual file-by-file checks.

Manual file-by-file checks → batch automation
Methodology

Why our AI actually lands

Most AI projects die from being disconnected from reality — our five steps all face the floor.

STEP 1
Go to the floorWe read the line, not the slides — problems live on the floor.
STEP 2
Define the rulesTurn processes and judgment criteria into explicit, structured rules.
STEP 3
Ship the softwareFront & back office and system integration, running in daily operations.
STEP 4
Add AIAgents take over repetitive judgment and information aggregation.
STEP 5
Quantify resultsAccept by the numbers — improvement must be visible.

Typical AI consultants

  • Deliverables×Reports and slide decks
  • Model & data×Generic cloud models; data must leave the company
  • Floor insight×Mainly interviews and documents
  • Acceptance×Project ends at closure

PickMy Tech DIFFERENT

  • Deliverables✓Systems you can launch and run
  • Model & data✓Private Agents; data stays in-house
  • Floor insight✓~20 years of line-automation experience
  • Acceptance✓Based on actual results
What bosses ask

"What can AI do for me? How fast will it pay off?"

Two questions we answer with confidence — not optimism, but because we hold what others don't.

Q1What can AI actually do for my operation? Q2How soon will we see results?
BECAUSE 01 · INTERFACE CARDS

Our own interface cards pull out
the data others can't reach

However strong the AI, it's worthless without floor data. PickMy Tech's hardware interface cards dig out the hard-to-get data — legacy machines, old PLCs, mixed protocols — without first spending big on equipment replacement.

Data comes in — then AI has something to eat
BECAUSE 02 · TEAM

A heavyweight AI software team,
owning the outcome

Floor diagnosis, private deployment, post-launch tracking — one team owns it end to end; you don't have to assemble vendors yourself.

30days
Based on experience: as fast as 30 days to measurable results

Our answers rest on experience, not faith — data comes in, results come out.

Free download

Will AI work for your operation? 12 questions tell you

The Enterprise AI Readiness Checklist — 4 dimensions, 12 key checks, a 3-minute self-assessment with built-in scoring.

About Us

People who know the floor, building software

The PickMy Tech Team
AI Agent Development × Embedded Integration × One-Stop Commercial Platforms

Nearly 20 years in factory automation and embedded systems: protocol reverse-engineering, configurable protocol-layer design, and delivered products ranging from line controllers to consumer apps.

Our guarantee: choosing us won't disappoint

Every PickMy Tech project starts with the same question: "Can it really run on the floor, and can the results be seen?"

  • Factory automation: controllers, protocol reverse-engineering, line-system integration
  • Software engineering: platform front & back office, apps & mini programs, payment systems
  • AI: private Agents, on-device inference, enterprise knowledge learning
Global Footprint

We go where the production lines are

Wherever manufacturing runs, our service follows. From Taiwan, we support Taiwanese manufacturers and multinational lines across Southeast Asia's manufacturing clusters.

Taiwan, China TAIWAN, CHINA PickMy Tech Headquarters and R&D core — international clients and technology partnerships
Kunshan, China KUNSHAN, CHINA Suzhou Bochengkang Operations and delivery base — close to the Yangtze Delta supply chain
Vietnam VIETNAM Rep. Office Taiwanese production clusters — line digitalization and AI adoption
Thailand THAILAND Rep. Office Southeast Asia's manufacturing hub — automotive and electronics assembly
Malaysia MALAYSIA Rep. Office Penang electronics cluster — semiconductors and electronics manufacturing services

Wherever the line runs, one protocol layer, one delivery standard — on-site diagnosis, fast build, effective landing.

How We Work

Five steps, from assessment to results

1
Free assessment45 minutes; we listen and give a first read.
2
Proposal & quoteScope, milestones and pricing, all upfront.
3
BuildWeekly sprints; visible progress every week.
4
Launch & trainHandover plus training so the floor can run it.
5
Track & refineIterate after go-live until KPIs are met.

Missed automation? Missed industrialization? That's fine.

But missing AI — you can't afford

AI advances at the speed of light — hesitate for a moment, and you're a hundred thousand miles behind.

Start with a free assessment
Contact

Let's talk about your floor

Tell us which steps are the most labor-hungry and least transparent — we'll assess where to strike first.

EMAIL
jasonhung168@hotmail.com
WECHAT
1-on-1 on WeChatScan the QR and note "AI assessment" or "Platform build"WeChat QR Code — Jasonhung Hung
LINE
1-on-1 on LINEScan to add — preferred for Taiwan & international clientsLINE QR Code
RESPONSE
Within one business dayAssessments are free; no obligation.
CHECKLIST
Enterprise AI Readiness Checklist — free12 questions, 3 minutes: is your operation ready for AI?

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