FOR MID-LARGE MANUFACTURERS

No ERP Rebuild—
AI Goes to Work Now

“Orders keep growing, but we can’t fill the roles—I need the system to shoulder the daily load, not open one more vacancy.”

AiGP ERP is built for mid-to-large manufacturing: add an AI workforce, security protection, and ESG carbon accounting on top of the system you already know—no process changes, no re-architecting. Your home plant and your new plants overseas run to the same rhythm.

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AiGP ERP main screen (demo data)
WHO IT'S FOR

Mid-to-large manufacturers going southbound hit these three walls first

Orders growing, headcount short, AI still outside the door—AiGP ERP is built for exactly this kind of shop floor.

01

It’s not that you need people—it’s that you can’t fill the roles

In Southeast Asia, steep wage growth and hiring competition from global players create structural labor shortages—slow, expensive, and often impossible to fill. New southbound plants run dry the moment a role opens.

02

High-frequency tasks = high-frequency errors and checking costs

At Southeast Asian plants, high-frequency manual work—order entry, reconciliation, report prep—buys you high-frequency errors and checking costs. The headcount you can’t cut is spent on repeated double-checking.

03

Governments are using AI—you need to as well

As governments in Vietnam, Thailand, Malaysia and beyond use AI and data to audit foreign-invested companies’ taxes and tax-incentive eligibility more often, enterprises must raise and match that pace with AI—fall behind, and audits will be chasing you.

BUILT FOR ASEAN

Four questions every southbound rollout must answer

Setting up a plant isn’t just porting your home system over—books, filing, invoicing, language: every question is local. Each of the four cards links straight to the matching country compliance page.

Parallel multi-book accounting

From one set of transaction data, headquarters’ management books and each overseas plant’s local statutory books hold true at the same time—no manual month-end adjustments on both sides. Thailand BOI-specific accounting governance is broken down on its own page.

Localized statutory filing

Filing formats are maintained to each locale’s regulatory version, producing format-compliant filing files and supporting the filing process. Vietnamese accounting principles and a bilingual system are already proven at manufacturer sites.

e-invoicing

As e-invoicing requirements roll out one after another—Vietnam e-invoices, Thailand e-Tax Invoice, Malaysia MyInvois—the system produces invoicing and filing files in each locale’s format, keeping the invoicing workflow in-system.

Multi-language, multi-currency, multi-plant

Traditional Chinese, Simplified Chinese, and English interfaces are switchable, with Vietnam deployments reaching 100% Chinese-Vietnamese on-screen. Multi-currency accounting and cross-plant coordination—orders taken in Taiwan, production overseas—are all carried by one foundation.

AI × SECURITY × ESG

One upgrade, three new capabilities

Add an AI platform layer on top of your existing ERP application layer—AI-driven operational efficiency, hardened security, and ESG low-carbon management: three priorities delivered at once.

AI WORKFORCE

AI Workforce

AI capabilities—language understanding, image recognition, text generation—plug into the existing product to form a digital workforce around your ERP, handing high-frequency tasks to AI.

  • Order-Entry Assistant — recognizes documents and images to create orders automatically, cutting order entry from 10 minutes to 1 minute
  • Document Summarization — AI Q&A distills summaries, so contract review and new-hire FAQs no longer mean digging through files
  • Report Analytics — multi-dimensional auto-aggregation generates chart reports, 30 minutes down to 3 minutes
AI takes over repetitive work; people return to judgment and decisions.
CYBERSECURITY

Hardened Security

From account provisioning and change controls to daily behavior controls and document archiving, security is built into the system throughout—overseas plants and the home plant share one line of defense.

  • Two-Factor Authentication — MFA integrated with AD accounts, so logins at overseas sites stay controlled too
  • Transmission Encryption — API encryption and packet encryption protect cross-border data transfers
  • Compliance Alignment — the architecture aligns with the relevant provisions of Taiwan’s information security management guidelines for listed companies and is designed to the ISO 27001 framework
Security isn’t an add-on purchase—it’s built into the upgrade.
ESG CARBON

ESG Low-Carbon Management

From knowing your carbon to controlling it: the four essential emission sources and their factors are built in, standard fields collect carbon data automatically, and you set annual reduction targets and alerts by emission source.

  • Know Your Carbon — the four emission sources and factors are built in, and carbon data is aggregated automatically with each document
  • Faster Carbon Accounting — carbon-ledger data collection from 5 hours to 5 minutes
  • Control Your Carbon — annual reduction targets and alerts, aligned with the listed-company 2026 greenhouse-gas inventory timeline
Carbon accounting isn’t bolted on—it grows with your ERP.
CLOUD BPM

Cloud Business Process Management

Move your Taiwan business processes to the cloud; mobile approvals and a multilingual interface lower the barrier for overseas staff. All internal data is integrated into an operational data foundation and gathered on a multi-agent platform, becoming fuel for business decisions.

  • Processes to the Cloud — Taiwan business processes move to the cloud, so your operating model travels with you and stays consistent across plants
  • Mobile Approvals — a multilingual interface lets overseas staff get productive with zero learning curve
  • Data-Driven Decisions — internal data feeds into the operational foundation and multi-agent platform, becoming decision fuel
Move processes, approvals, and data to the cloud at once—and decide faster.
AiGP report analytics assistant screen (demo data)
Report Analytics Assistant: multi-dimensional aggregation with auto-generated charts and reports (screen shows demo data)

Order entry, reconciliation, report writing—still eating up your whole afternoon?The AI workforce takes over high-frequency tasks—order entry from 10 minutes to 1 minute.

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CASES ｜ AiGP / WF

Southeast Asian customers deploying Digiwin ERP (AiGP / WF)

AiGP and WF ERP are one solution in different editions; deployments across Southeast Asia below.

CAESAR case study
Vietnam · Manufacturing (Sanitary Ware / Ceramics)

CAESAR

Digiwin Workflow ERP

Deployed Workflow ERP to bring Vietnam operations online — quoting, inventory and delivery fully transparent.

  • Quote turnaround cut to within half a day
  • System reports meet Vietnam's local regulations
Dou Xian Food case study
Vietnam · Food (Bubble-Tea & Beverage Ingredients)

Dou Xian Food

Digiwin Workflow ERP

Workflow ERP with batch control enforces FIFO and full quality traceability.

  • Inventory accuracy 80% → 90%
  • Material loss rate 15% → 7%
Eternal Prowess case study
Vietnam · Footwear (Rubber Soles; designated clear-rubber supplier to global sneaker brands)

Eternal Prowess

Digiwin Workflow ERPMESCarbon Accounting (OCM)

Workflow ERP plus MES machine-networked auto-feeding connects the entire footwear line.

  • Monthly compounding tonnage doubled
Pressway case study
Vietnam · Plastics Manufacturing

Pressway

Digiwin Workflow ERP

The new Hai Phong plant rapidly cloned HQ's system, live out-of-the-box with a Chinese–Vietnamese interface.

  • Fast, effective go-live
  • Inventory 100% matched to records
STC case study
Vietnam · Metals (Metal Stamping)

STC

Digiwin Workflow ERPMES

eMES systematizes scheduling, reporting and traceability across the metal-stamping floor.

  • Go-live in 4 weeks
  • Production efficiency up ~20%
  • Product yield above 95%
YACHT BATTERY case study
Vietnam · Automotive (Lead-Acid Batteries)

YACHT BATTERY

Digiwin Workflow ERPWMS

Workflow ERP plus WMS links the production-to-sales data chain, making audits instant and evidence-based.

  • Customer audit score lifted above 90
  • Overall revenue up over 10%
GINFONG case study
Thailand · Machinery (Die Stamping & Metal Parts)

GINFONG

Digiwin Workflow ERP

Workflow ERP made shop-floor data transparent, rapidly improving operating fundamentals.

  • Gross margin 23% → 34%
  • Revenue up 200% vs. 2020
Hoo Chin case study
Thailand · Electronics

Hoo Chin

Digiwin Workflow ERP

Workflow ERP with BI consolidated multiple legacy systems for real-time closing and reporting.

  • Monthly cost close completed before the 8th
SRANGSERN case study
Thailand · Machinery (Rubber Mixing / Molding Equipment)

SRANGSERN

Digiwin Workflow ERP

Systematized management with clear authority and accountability eased labor-shortage and turnover pressure.

  • Operating efficiency up 90%
  • Material traceability queries cut to about 1 hour
Rapid Growth Technology (RGT) case study
Malaysia · Precision Injection Molding (Machinery)

Rapid Growth Technology (RGT)

Digiwin Workflow ERP

Workflow ERP uses estimate-based procurement to optimize inventory and month-end close.

  • Warehouse accuracy raised to 95%
  • Month-end close 10 days → 3 days
TBL Industrial Supply case study
Malaysia · Metal Tooling & Dies

TBL Industrial Supply

Digiwin Workflow ERPMESAIoT Connectivity

Workflow ERP plus MES and AIoT make tooling-floor delivery and utilization visible in real time.

  • Rapid go-live within 2 months
  • Shop-floor lookups 2–3 hrs → real time
TLGF case study
Malaysia · Auto Parts (Heat-Exchange Piping)

TLGF

Digiwin Workflow ERPMESAIoT Connectivity

Workflow ERP plus MES and AIoT deliver batch-level FIFO and workshop transparency in one move.

  • Inventory accuracy raised above 90%
Wegmans case study
Malaysia · Furniture (Household Metal Furniture)

Wegmans

Digiwin Workflow ERP

Workflow ERP strengthened inventory management and internal controls, supporting the IPO journey.

  • Inventory accuracy reaching 90%
FAQ

What manufacturers ask most

How do I choose between AiGP and T100? How do their target sizes differ?

It comes down to size and structural complexity:

  • AiGP ERP: for small-to-mid and growing manufacturers—companies with a solid ERP foundation, complete processes, and rich data. It follows an “upgrade first, then re-architect” path, adding an AI workforce on top of the system you already know, where the upgrade payoff is clearest.
  • T100: for large, multinational groups with multiple plants and organizations—multi-language, multi-GAAP, multi-book global operations, all in one.

Somewhere in between? Request an assessment—our consultants will recommend the right fit based on your number of sites, headcount, and southbound stage.

We’re already on Digiwin GP/iGP—does upgrading to AiGP mean a fresh implementation?

No need to tear it down and start over. AiGP is the next-generation upgrade path after GP 4.0 and iGP: no process changes, no re-architecting. It’s implemented by layering and integration, starting with high-load, high-frequency scenarios first.

  • Point — single-point breakthroughs, AI assisting people: efficiency gains in order entry and reconciliation first
  • Line — deepening processes, with agents linking workflows to act on your behalf
  • Plane — expanding across scenarios, building the enterprise’s own AI application platform
How does AiGP support e-invoicing and filing requirements like Vietnam e-invoices, Thailand e-Tax Invoice, and Malaysia MyInvois?

The system maintains invoicing and filing formats to each locale’s regulatory version: everyday transaction data directly produces format-compliant filing files and supports the filing process, so there’s no manual cleanup and back-filing at month-end. In Thailand, the market is served locally by Digiwin (Thailand); for country details, see this site’s Thailand, Vietnam, and Malaysia compliance pages.

Will the upgrade disrupt our current operations? Is the security up to it?

Our implementation principle is low disruption, high value: no process changes, no re-architecting, starting from high-frequency efficiency scenarios to keep disruption to daily operations minimal. On security, account provisioning and change controls, two-factor authentication (MFA), AD account integration, and API and packet encryption are all built in; the architecture aligns with the relevant provisions of Taiwan’s information security management guidelines for listed companies and is designed to the ISO 27001 framework.

44+ years of manufacturing know-how50,000+ enterprise customersSupports ISO 27001 security managementBuilt-in AI workforceLocal Chinese-speaking consultants in Southeast Asia

Your next step southbound
starts with this upgrade

Tell us your production scale and southbound stage, and our consultants will assess the AiGP upgrade path that fits best—from single-point efficiency scenarios to a multi-plant, multi-currency operational foundation, step by step.

Request an Assessment

Free assessment, with no implementation commitment required.