AI consulting · IR4.0 · IR5.0 · Enterprise workflow

Connect the dots from AI strategy to the shop floor.

Your AI consultant, strategist and practitioner, from roadmap to rollout.

Built for
  • Manufacturing
  • Distribution
  • Logistics
  • Retail
  • + more →

From growing SMEs to multi-site enterprises.

Book an advisory session See where AI fits
Led by Ts. Quincy TanMBOT Professional Technologist · HRDC Accredited Trainer
Ts. Quincy Tan, AI transformation strategist and practitioner at thedots
Ts. Quincy TanAI consultant · practitioner
  • Cimei
  • Hwa Tai
  • English Hotbreads
  • Cosmic Culinary Food Solution
  • Origins Food Industries
  • Cap Arnab
  • RB Diversified
  • Smart Meters
  • VSPEED Worldwide Express
  • PYS Systemforms
  • Desa 7 Resources
practitioner-consultantTs. Quincy Tan
certificationMBOT Professional TechnologistHRDC Accredited Trainer
engagementAdvisory · Implementation · Masterclass
approachStrategy to shop floor
Signal vs noise

AI projects rarely fail on software.
They fail in the gaps.

Companies buy the system, skip the people and process work, then blame the software.

thedots connects people, process and system, so your team cuts the noise and focuses on results.

People×Process×System=Results

If any one is zero, the result is zero.

The readiness iceberg Above the waterline, the small tip is the system you buy. Below it, process and people make up the larger mass, with the gaps between them at the core, where thedots connects. System the WMS, ERP or AI tool you buy ↑ what you see ↓ what decides success Process how work really flows The gaps where thedots connects People skills, roles and ownership
  1. Systemthe WMS, ERP or AI tool you buy
  2. Processhow work really flows
  3. The gapswhere thedots connects
  4. Peopleskills, roles and ownership
How we connect the dots

From awareness to AI readiness.

node 01

Aware

See what the problem really costs.

node 02

Know

Learn what good looks like.

node 03

Skill

Practise it before go-live.

node 04

Ready

A roadmap with owners and measures.

Agentic workflow

Where AI fits in your enterprise.

One agentic layer across ERP, WMS, MES and accounting. Your people approve what matters.

ERP WMS MES Accounting CRM Procurement IoT & sensors Email & docs
  1. Email & docs Reads the customer’s PO.
  2. CRM Checks price and credit terms.
  3. WMS Finds 200 units short.
  4. MES Proposes a production run.
  5. You decide Planner approves.
  6. ERP Creates the order, confirms delivery.
  7. Accounting Invoices on delivery.

Illustrative workflow

HRDC-claimable

Masterclasses.

A rotating wall of 33 photos from Quincy's masterclasses, site assessments, warehouse and factory visits.

Your consultant

Ts. Quincy Tan

MBOT-registered Professional Technologist and HRDC Accredited Trainer.

  • Agentic AI and enterprise workflow
  • Warehouse and supply chain
  • Manufacturing and ERP readiness
From the field · Masterclass
Enquire about a masterclassAbout TheDots
Next step

Bring Quincy in before you sign the system contract.

A clear readiness picture and a plan your team can act on.

Book an advisory sessionCheck your HRDC claimability
Book · Advisory

Tell us what you need.

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