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AI-First Transformation · Lumut, Malaysia

AI Services for Logistics, Built on Real Operations

Quiver Dive Team Lumut Sdn. Bhd. is transforming into an AI services company. Through AI Logistics Cloud we offer domain AI models, GPU cloud compute, model fine-tuning, hosted AI agents, token governance and multimodal token metering — developed from the freight, customs and warehouse scenarios we still run every day.

Domain Models
GPU Cloud
Agent Cloud
Multimodal Tokens

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Domain AI models in the Model Hub across logistics scenarios

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Platform services: GPU cloud, fine-tuning, agents, tokens, multimodal

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Modalities metered: text, image, video and voice

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Languages supported: English, Bahasa Melayu, Chinese

AI Transformation Direction

Where AI Is Taking Logistics, and Where We Are Going With It

Five directions are reshaping freight forwarding, agency work and warehousing. For each one we state how mature it is in the industry, what it changes in daily operation, and what we are actually doing about it.

From tracking to anticipation

Status pages tell customers where cargo is. The next expectation is a forward view: what is likely to happen, and what we are doing about it.

From documents to data

Every re-keyed field is a delay and a risk. Structured capture at the point of receipt shortens the whole chain behind it.

From tools to teammates

AI is moving from a feature inside a system to an agent that carries a bounded task through to completion, with a person accountable for the outcome.

From generic to domain-specific

General models do not know our tariff rules, our lane patterns or our handling standards. Domain adaptation is where the practical value sits.

01Happening now

Intelligent Documentation & Customs

Document handling is the first place AI changes daily work, because the input is already text and the rules are already written down. Recognition plus rule checking removes re-keying and catches inconsistencies before submission.

  • Invoice, packing list, bill of lading and declaration parsing into structured fields
  • HS code candidates with reasoning, reviewed by a classification officer
  • Cross-document consistency checks before the file is lodged

Our position: Document recognition and HS code assistance are in pilot, with officer confirmation required on every output.

02Early adoption

Predictive ETA, Capacity & Rates

The next shift is from reporting what happened to anticipating what will happen: arrival times, equipment availability and rate movement, expressed as a range with a confidence level rather than a single promise.

  • ETA ranges that update as milestone events arrive
  • Equipment and slot availability outlook per lane for booking decisions
  • Exception early warning when a leg drifts outside its expected window

Our position: Milestone data is being standardised first, because forecast quality depends on event consistency more than on model choice.

03Pilot stage

Visual Intelligence in Yard & Warehouse

Cameras add a layer that structured data cannot provide: what the cargo actually looked like at each handover, and whether the work around it was done safely. The value is evidence and prevention, not surveillance of individuals.

  • Container and pallet condition, seal verification and loading checks
  • PPE compliance, forklift and pedestrian conflicts, restricted zone intrusion
  • Stacking height, lashing anomalies and yard vehicle speed

Our position: A limited-area pilot with officer review of every automated detection, signage at monitored areas and defined retention periods.

04Emerging

Agentic Logistics Operations

Agents move beyond answering questions to completing bounded tasks: collecting missing cargo details, preparing a quotation draft, chasing a milestone, or assembling a claim file. They work through defined interfaces and hand over to a person when judgement is required.

  • Task-oriented agents for enquiry, documents, tracking and safety review
  • Tool and system integration with permissions and a full audit trail
  • Human-in-the-loop takeover, canary release and rollback at version level

Our position: Agent templates are being built on our own workflows first, then offered to industry customers through the AI cloud platform.

05Building up

Route Optimisation & Emission Awareness

Cost and carbon are increasingly decided together. Mode selection, consolidation and routing choices all carry an emission consequence, and customers are starting to ask for the number alongside the rate.

  • Mode and routing comparison including transit, cost and emission estimates
  • Consolidation planning that reduces partially filled movements
  • Per-shipment emission records for customer reporting requests

Our position: Emission estimates are being added to routing comparisons as indicative figures, clearly labelled until the calculation basis is agreed with customers.

Follow the Full Transformation Programme

Read the phased roadmap, the visual intelligence scope, and the industry AI cloud platform we are building on top of it: domain models, fine-tuning services, agent cloud and token governance.

AI Upgrade Strategy

A Planned Roadmap for Smarter Freight Services

We are preparing a phased AI upgrade to improve how enquiries, shipments and documents are handled, together with a visual intelligence layer that tracks cargo condition and monitors site safety. The programme is currently in progress and each phase is validated with customers before it is extended.

View Full Strategy Visual Tracking & Safety Control AI Logistics Cloud

Intelligent Enquiry Assistant

Multilingual handling of enquiries and structured quotation drafts.

Shipment Visibility

Route and capacity planning with clearer status updates for customers.

Document Automation

Recognition and preparation of customs and bill of lading documents.

Data-Driven Review

Operational analysis to improve transit planning and cost control.

Visual Process Tracking

Cargo condition, seal and handling imagery attached to each shipment record.

Visual Safety Control

PPE detection, forklift and pedestrian alerts, restricted zone intrusion warnings in the yard and warehouse.

Operational Foundation

Traditional Services: Where Our AI Capability Comes From

Freight forwarding, agency representation and product trading remain in operation and supply the real scenarios, documents and imagery behind every model we build. They are now the foundation of our AI services rather than our main offer.

View traditional services
Sea, Land & Air Freight ForwardingCode 52291

Sea, Land & Air Freight Forwarding

Full container and less-than-container ocean shipments, cross-border trucking and air freight, arranged together with customs documentation and inland delivery.

Transportation & Logistics AgencyCode 52299

Transportation & Logistics Agency

We act as your agent for capacity arrangement, routing comparison and end-to-end supply chain coordination.

Electronics Trading & Online DistributionCode 47912

Electronics Trading & Online Distribution

Trading, wholesale and distribution of electronic products through internet channels and e-commerce activities.

Coastal port town waterfront in Lumut, Perak, Malaysia
About Quiver

A Port-Based Company Turning Operational Experience Into AI Services

Quiver Dive Team Lumut Sdn. Bhd. is registered in Malaysia and operates from Lumut in Perak. Our AI work is grounded in the freight, customs and warehouse scenarios we handle there, and is now offered to industry customers across the region.

  • Transforming from a logistics operator into an AI services company
  • AI Logistics Cloud built on our own forwarding, customs and warehouse scenarios
  • Traditional freight, agency and trading lines retained as the operational foundation
  • Services offered in English, Bahasa Melayu and Chinese
Learn More About Us
Talk To Us

Tell Us About Your Cargo

Share the origin, destination, cargo type and target schedule. Our team will review the details and reply with a proposed arrangement.

  • AddressLumut, Perak, Malaysia
  • TelephoneTelephone number to be confirmed
  • EmailEmail address to be confirmed
  • Working HoursMonday - Friday, 9:00 - 18:00 (MYT)

Transit time and quotation are subject to actual cargo details and carrier schedules.