AI consultant · Industry 4.0 / 5.0

Connect the dots between AI and your operations.

Practitioner-led masterclasses and advisory that make Malaysian manufacturers, distributors and engineering firms AI‑ready before they buy the system.

Ts. Quincy Tan, lead consultant at TheDots
Ts. Quincy Tanlead consultant · thedots
Agentic AIAI WorkflowWarehouse ManagementManufacturing ExecutionERP ReadinessData GovernanceDigitalisation RoadmapsHRDC MasterclassesAgentic AIAI WorkflowWarehouse ManagementManufacturing ExecutionERP ReadinessData GovernanceDigitalisation RoadmapsHRDC Masterclasses
trainerTs. Quincy Tan
certificationMBOT · HRDC TTT
fundingHRDC-claimable
stanceVendor-neutral
Signal vs noise

AI projects rarely fail on software.
They fail on readiness.

Companies buy a WMS, an ERP or an AI tool, then discover nobody mapped the process, nobody owns the data and the team was never trained to work alongside it. The system gets blamed.

How we connect the dots

Four nodes from awareness to AI readiness.

node 01

Aware

See what the problem really costs, and where AI genuinely helps versus where it adds risk.

node 02

Know

Learn what good looks like: process, data, controls and the role of agentic AI in your industry.

node 03

Skill

Your team practises the new way of working, with human checkpoints, before anything goes live.

node 04

Ready

A sequenced roadmap with owners and success measures, so the first project earns the next.

2-minute scan

How AI-ready is your company?

Six signals. Answer honestly; nothing leaves your browser.

diagnostic · thedots.ai-readiness
  1. 01Our key processes (order-to-cash, receiving, production) are mapped and written down.

  2. 02Each master data set (items, customers, BOMs) has a named owner.

  3. 03We measure operations with a weekly KPI, not just month-end reports.

  4. 04Our team already uses AI tools in daily work with agreed rules.

  5. 05We know which repetitive tasks cost us the most hours.

  6. 06Management has agreed what success means for our next system or AI project.

Masterclasses

HRDC-claimable programmes.

HRDC claimableAI

Intelligent Enterprise Architectures: Implementing Agentic AI

How AI agents plan, act and hand over to people inside real operations, and how to deploy them safely in your enterprise.

1 day · In-person or virtual

View outline →
HRDC claimableAI

AI Enterprise Workflow for Operations

Where AI actually removes work in an operations team, and how to put it in without creating new risk.

1 day · In-person or virtual

View outline →
HRDC claimable

Warehouse Management Masterclass

Two days on the inventory discipline, layout and data habits that decide whether a WMS pays back.

2 days · In-person or virtual

View outline →
HRDC claimable

Manufacturing Execution and ERP Readiness

Get the process, master data and ownership right before an MES or ERP project starts.

2 days · In-person

View outline →
Your consultant

Ts. Quincy Tan

MBOT-registered Professional Technologist and HRDC TTT-certified trainer.

Quincy works with Malaysian manufacturers, distributors and engineering firms on the part of digitalisation most projects skip: getting people, process and data ready. His masterclasses come from hands-on implementation across warehouse, manufacturing, ERP and AI workflow, not from slides.

  • Agentic AI and AI enterprise workflow
  • Warehouse management and inventory discipline
  • Manufacturing execution and ERP readiness
  • Digitalisation roadmaps and grant-aligned planning
Next step

Bring Quincy in before you sign the system contract.

An advisory session gives you a clear readiness picture and a plan your team can act on. Most programmes are HRDC-claimable.