AUTOMATE OPERATIONS
& BUILD
RELIABLE PRODUCTS
AMCOLAB helps businesses automate operations and build reliable digital products through a Vietnam-based engineering team. Our projects are delivered with Dexxa OS — an AI-native delivery system connecting requirements, decisions, development, quality assurance, and delivery evidence.
Speed
& Security
Flexibility
& Scalability
Better
Collaboration
BUILT FOR TEAMS
RUNNING REAL
OPERATIONS
Real software projects involve changing requirements, operational constraints, and decisions spread across meetings, documents, and development tools.
AMCOLAB combines accountable project ownership with Dexxa OS to keep requirements, decisions, implementation, testing, and delivery evidence connected throughout the project.
All-in-one
Toolkit
Appropriated
Consulting
Total Design
Freedom
Overseas Markets
We build software that real operations teams can use every day — not just prototypes or code deliveries. Our work covers business automation, platform development, AI-enabled workflows, EC integrations, and mobile applications. From launch to continuous improvement, we stay involved where software meets real users, real data, and real operations.
AI-Native Product Development (Web / Mobile / SaaS)
Build new digital products from idea or existing prototype to production. We combine AI-powered delivery with structured requirements, engineering review, testing, and release management.
Learn more : AI-Native Product Development (Web / Mobile / SaaS)
AI & Workflow Automation AI (Agents / RAG / Integration)
Automate repetitive workflows and connect fragmented business systems using APIs, AI agents, and human approval controls where operational judgment is required.
Learn more : AI & Workflow Automation AI (Agents / RAG / Integration)
Existing Product Development (Operate / Maintain / Improve)
Take over or extend an existing product—whether built by another team, internally, or with AI tools. Add features, integrations, mobile capabilities, and production improvements without rebuilding what already works.
Learn more : Existing Product Development (Operate / Maintain / Improve)
Managed Engineering & Maintenance (Operate / Maintain / Improve )
Keep production systems reliable after launch with monitoring, bug fixes, upgrades, performance improvements, security updates, and continuous product development.
Learn more : Managed Engineering & Maintenance (Operate / Maintain / Improve )How We Deliver
AI-Native Software Delivery. Human-Owned Results.
Powered by Dexxa OS, AMCOLAB combines AI agents with experienced engineers to accelerate software development while maintaining human accountability for every critical decision and deliverable.
Faster Delivery
Higher Quality
Transparent & Accountable
The Dexxa OS Delivery Workflow
A human-in-the-loop workflow where AI agents handle the heavy lifting and our team ensures the right decisions, quality and outcomes.
AI Agent (Execute & Assist)
Human Owner (Decide & Accountable)
STEP 01
Requirement
AI Agent
Turns business input into user stories and acceptance criteria.
Human Owner
BA confirms scope and priorities with the client.
Clearer and more complete requirements
STEP 02
Decision
AI Agent
Surfaces options, trade-offs and risks from project context.
Human Owner
Client and tech lead approve key decisions.
Faster and better-informed decisions
STEP 03
Development
AI Agent
Generates code, tests and technical documents within approved context.
Human Owner
Engineers review architecture, security and implementation.
Faster implementation with engineering oversight
STEP 04
Quality
AI Agent
Runs automated tests, checks code quality and requirement coverage.
Human Owner
QA lead verifies results and signs off.
Higher quality and fewer defects
STEP 05
Delivery
AI Agent
Prepares release notes, progress reports and handover materials automatically.
Human Owner
PM confirms the release with stakeholders.
Smoother release and better project visibility
AMCOLAB's proprietary AI-native
delivery framework
Real results from our projects
with AI-native delivery.
Shorter delivery time
Fewer defects
Human review & accountability
See Dexxa OS in Action
Selected Work
120+ Projects Delivered
Selected examples of how we build new products, automate business workflows, and improve existing systems from requirements through production.
EC Operations Automation — Shopify × kintone × Shipping API
A Japan-based EC operator was spending 3–4 hours daily on manual data entry across order, inventory, and shipping systems. AMCOLAB connected all three platforms into a single automated pipeline — orders sync automatically, shipping labels generate on confirmation, and two-layer inventory (logical + physical) updates in real time. Staff shifted from data entry to exception handling.
Orders sync automatically, with shipping labels generated on confirmation and operational status kept in sync across systems.
AI Invoice Processing — Auto-Extract from LINE or Google Drive
Staff were manually reading invoices and entering vendor, date, amount, and other fields into accounting systems. We automated document intake, AI extraction, validation, human review, and accounting-system integration.
Faster processing while keeping staff in control of uncertain or exceptional cases.
Real Estate Platform with Short Video and Livestream Open Houses
Property agencies were spending significant time on repeated in-person viewings. We built a digital property platform combining short-form property videos, live remote viewings, booking, and customer interaction.
A more efficient way for agencies to present properties and engage prospective buyers remotely.
Trusted by industry leaders
120+ projects delivered across Japan, Taiwan, Singapore, the UK, Australia, and beyond. Many clients return for their next project.
Feedback
What Our Clients Say
Long-term partnerships built on understanding, quality, and results.
Leader, IT Department (Japan)
Elderly Care Management System
CEO (Japan)
CRM System Development
CEO (Japan)
Business System Development
