Why Point Cloud Data Beats STL for Real Engineering Work

Point cloud to CAD workflow showing transition from STL mesh to engineering-ready parametric model with dimensions and drawings

In the world of 3D scanning, there is often confusion around what type of data is actually useful for engineering. Many providers offer high-accuracy scanning using metrology-grade equipment, yet the final deliverable is often limited to STL or OBJ files.

The question is simple:
If the data cannot be used inside your CAD system, what is its real value?


The Rise of Metrology-Grade Scanning

Modern handheld scanners are incredibly capable. They can capture fine detail, achieve high accuracy, and generate dense surface representations of components. These systems are often used in reverse engineering, product design, and inspection workflows.

They are frequently marketed as โ€œmetrology-grade,โ€ and in terms of capture capability, that claim is valid. These scanners can measure to very tight tolerances and produce highly detailed digital representations.

However, the real issue is not how the data is captured.
It is how the data is delivered and how it integrates into engineering workflows.

Capturing accurate data is only the first step. The true value lies in whether that data can be used to design, modify, verify, and manufacture real-world components.


STL and OBJ โ€“ A Surface, Not a Solution

STL and OBJ files are mesh-based formats. They represent the surface of an object using thousands or millions of triangles stitched together to form a 3D shape.

These files are useful for:

  • Visualisation
  • 3D printing
  • Basic reference and communication

They are fast to generate and easy to share, which is why many scanning providers stop at this stage.

However, they come with significant limitations:

  • No parametric geometry
  • No selectable engineering features
  • No design intent
  • Difficult to dimension accurately
  • Cannot drive CAD models effectively

A mesh file is essentially a visual representation, not an engineering model.

In simple terms:

An STL file shows what something looks like, but not how to design, modify, or manufacture it.

Once the data is converted into a mesh, it is often smoothed, simplified, and processed. This means the original measured data is no longer fully preserved, and any measurements taken from the mesh are based on an interpreted surface rather than raw coordinates.


Engineering Happens in CAD

Real engineering work takes place inside platforms such as SolidWorks, Autodesk Inventor, Autodesk Fusion, and Onshape.

These tools are built around:

  • Parametric modelling
  • Feature-based design
  • Relationships and constraints
  • Editable geometry

They rely on identifiable features such as:

  • Planes
  • Cylinders
  • Holes
  • Edges and faces

Mesh files do not contain this level of intelligence. As a result, they cannot be easily used to:

  • Modify or optimise designs
  • Perform engineering calculations or simulations
  • Generate fabrication-ready drawings
  • Maintain consistency across revisions

This creates a disconnect:

You can measure on the scanner, but you cannot effectively design in CAD.

And if design cannot happen in CAD, the workflow breaks down.


The Advantage of Point Cloud Data

Point cloud data, typically delivered in formats such as E57 or RCP, captures real-world coordinates directly from the scan. Each point represents a measurable location in 3D space.

This is fundamentally different from a mesh.

Point clouds provide:

  • True measured data (not interpreted surfaces)
  • High-density spatial accuracy
  • Full capture of the environment or component
  • The ability to revisit and re-measure at any time

This enables engineers to:

  • Extract accurate dimensions directly from real-world data
  • Fit geometry (planes, cylinders, centre lines) inside CAD
  • Validate designs against existing conditions
  • Maintain traceability and confidence in the data

Point clouds form the foundation for engineering-grade modelling, not just visual representation.


From Scan to Engineering Outcome

At Hamilton By Design, the focus is not just on capturing data, but on delivering usable engineering outcomes.

Our workflow is:

Scan โ†’ Point Cloud โ†’ CAD Model โ†’ Engineering Drawings

This ensures the data can be:

  • Measured inside CAD
  • Verified and checked against real conditions
  • Modified to suit design requirements
  • Used for fabrication, installation, and real-world implementation

This approach bridges the gap between reality and design.

It turns captured data into something that engineers, fabricators, and project teams can actually use.


Like-for-Like vs Design Flexibility

If your requirement is a like-for-like digital representation of an object, mesh files such as STL or OBJ may be sufficient.

They provide a quick and effective way to visualise shape and form.

However, if your goal is to:

  • Modify a design
  • Integrate with existing infrastructure
  • Produce engineering drawings
  • Support fabrication or installation

Then flexibility becomes critical.

If youโ€™re looking for like-for-like, mesh will get you there.
If youโ€™re looking for a flexible design tool, point cloud is the answer.


The Bottom Line

Metrology-grade scanners can capture extremely accurate data. But if that data is delivered only as an STL or OBJ file, its value is significantly limited within an engineering context.

True value comes from transforming scan data into something that works inside CAD and supports real-world outcomes.

Mesh files deliver a shape.
Point clouds deliver a foundation for engineering.

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3D Scanning Sydney with Engineering Governance

Industrial LiDAR scanning and digital engineering governance model demonstrating secure data capture, revision control and secure platform access.

Reduce Rework. Protect Capital. Deliver Certainty.

In Sydneyโ€™s high-cost construction and industrial market, mistakes are expensive.

With Australian labour rates among the highest in the region โ€” and Sydney operating at premium commercial rates โ€” the cost of rework, design clashes, undocumented variations, and inaccurate site data can quickly exceed the cost of doing things correctly the first time.

Thatโ€™s where 3D scanning combined with engineering governance becomes essential.


Secure digital engineering workflow showing 3D point cloud capture, governance control and cloud-based 24-hour access.

Why Sydney Projects Need Engineering Governance

Sydney projects are:

  • Brownfield upgrades in live facilities
  • Tight commercial refurbishments
  • Infrastructure constrained by existing services
  • Industrial sites with layered legacy modifications

Without a verified โ€œsingle source of truth,โ€ teams rely on outdated drawings, assumptions, or partial information.

That leads to:

  • On-site clashes
  • Fabrication errors
  • Delays waiting for redesign
  • Contractual disputes
  • Escalating labour costs

In a market where skilled labour can exceed $120โ€“$200+ per hour once overheads and compliance are included, one preventable mistake can cost tens of thousands of dollars.

Rework is not just frustrating โ€” itโ€™s financially destructive.


What 3D Scanning Actually Solves

High-accuracy 3D laser scanning captures:

  • Structural steel
  • Services (mechanical, electrical, hydraulic)
  • Plant and equipment
  • Spatial constraints
  • Floor levels and tolerances

Instead of relying on legacy drawings, you design from reality capture data.

But scanning alone is not enough.


The Missing Link: Engineering Governance

Raw point clouds donโ€™t protect your project.

Governance does.

Engineering governance ensures:

โœ” Controlled data access
โœ” Revision management
โœ” Clear drawing issue status (IFR / IFA / IFC)
โœ” Structured documentation
โœ” Auditability and traceability
โœ” Secure collaboration between contractors

When 3D scanning is integrated into a governed digital environment, your project moves from assumption-based to evidence-based engineering.


The Cost of Rework in Sydney

Letโ€™s be clear:

In Australia, rework costs are amplified by:

  • High skilled labour rates
  • Strict compliance requirements
  • Complex subcontractor structures
  • Extended programme impacts
  • Safety and shutdown penalties

A fabrication error might not just mean remaking steel โ€” it can mean:

  • Crane rebooking
  • Night shift penalties
  • Programme delay claims
  • Supervisor time
  • Engineering redesign

In many Sydney industrial environments, a single clash can cost more than the entire 3D scan.

Thatโ€™s why governance-backed scanning is not an expense โ€” itโ€™s risk insurance.


Engineers reviewing BIM documentation while a LiDAR scanner captures a Sydney courthouse with Sydney Harbour and the Harbour Bridge in the background

Sydney Doesnโ€™t Need More Data. It Needs Better Control.

Many projects already collect data.

What they lack is:

  • Structured control
  • Digital discipline
  • Lifecycle governance
  • Clear ownership

3D scanning with engineering governance delivers:

โ€ข A verified existing-conditions model
โ€ข Controlled drawing environments
โ€ข Reduced variation exposure
โ€ข Fewer RFIs
โ€ข Reduced fabrication error
โ€ข Improved contractor coordination


Who Benefits?

  • Industrial facility owners
  • Mining support infrastructure
  • Commercial refurbishments
  • Distribution centres
  • Brownfield automation upgrades
  • Engineering consultancies

If youโ€™re operating in Sydney, where labour is expensive and tolerance for error is low, governance-backed scanning is not optional โ€” itโ€™s strategic.


Hamilton By Design โ€“ Engineering-First Approach

At Hamilton By Design, we donโ€™t just scan.

We:

  • Capture high-accuracy reality data
  • Structure and govern the digital environment
  • Support drawing control and revision management
  • Align engineering documentation with delivery

Because scanning without governance is just a point cloud.

Governed scanning becomes a competitive advantage.


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If youโ€™re planning upgrades, expansions, or refurbishment in Sydney โ€”

protect your capital before fabrication begins.

Rework is expensive.

Governed reality capture is predictable.

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Related Sydney Services

Hamilton By Design provides engineering-led 3D scanning, LiDAR scanning, mechanical engineering and digital engineering services throughout Sydney and Greater Sydney.

Explore our related Sydney services:


  • 3D Scanning Sydney โ€“ Engineering-grade terrestrial laser scanning, as-built surveys and point cloud capture for industrial, infrastructure and commercial projects.
  • Reality Capture Sydney โ€“ High-accuracy reality capture, digital twins, asset documentation and engineering-grade site verification.
  • Scan to CAD Sydney โ€“ Convert point cloud data into AutoCAD, SolidWorks, Inventor and other engineering-ready CAD deliverables.
  • Point Cloud Modelling Sydney โ€“ Engineering-grade point cloud processing, clash detection, as-built verification and 3D modelling.
  • Mechanical Engineering Sydney โ€“ Mechanical design, plant upgrades, materials handling systems, conveyors, chutes, platforms and engineering support.
  • Structural Drafting Sydney โ€“ Structural steel drafting, fabrication drawings, GA drawings, workshop detailing and as-built documentation.

Hamilton By Design supports projects throughout Sydney CBD, Parramatta, Liverpool, Penrith, Blacktown, Chatswood, Alexandria, Mascot, Newcastle and the Central Coast.



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Engineering-Grade Labour Hire: Why Governance Matters

Engineering-grade labour hire with governance infographic showing structured CAD control and revision management.

Engineering-Grade Labour Hire with Governance | Hamilton By Design

In heavy industry, mining, manufacturing and infrastructure, labour hire is common.
But too often, it solves only one problem โ€” short-term capacity.

It does not solve control.

Drawings are produced. Models are updated. Changes are made.
Yet without structured governance, projects quietly lose alignment.

At Hamilton By Design, we approach labour hire differently.
We provide engineering-grade secondment backed by governance discipline.


Hamilton By Design engineering governance model contrasting uncontrolled labour hire with structured engineering oversight.

The Hidden Risk in Traditional Labour Hire

Most labour hire arrangements focus on hours and availability.

What is often overlooked:

  • Inconsistent CAD standards
  • Poor revision control
  • Unclear drawing issue status (IFR / IFA / IFC)
  • Fragmented contractor inputs
  • Brownfield upgrades corrupting master records
  • Loss of traceability during fast-tracked works

The result?

Capacity increases โ€” but risk increases with it.

Engineering environments, especially live operating sites, cannot afford that.


What Does โ€œEngineering Gradeโ€ Actually Mean?

Engineering-grade secondment is not simply providing a drafter or designer.

It means supplying personnel who understand:

  • Configuration control
  • Document lifecycle management
  • Industrial compliance requirements
  • Change management discipline
  • Digital environment structure
  • Risk in operational facilities

It means embedding someone who works within a governance framework โ€” not outside of it.


Governance Is the Difference

Engineering governance ensures:

  • Drawings reflect physical site reality
  • Revisions are auditable
  • Contractors work from approved documentation
  • Brownfield upgrades maintain data integrity
  • Digital models remain a reliable single source of truth
  • Risk is reduced before construction begins

Governance protects capital investment.

Without it, labour hire becomes a short-term patch that creates long-term technical debt.


Brownfield Environments Demand More

Live operating facilities are complex.

They involve:

  • Multi-vendor interfaces
  • Progressive isolation of operational zones
  • Legacy drawings
  • Unknown modifications
  • Production pressure

In these environments, uncontrolled changes can introduce safety, operational and financial risk.

Hamilton By Design brings governance discipline into the labour hire model โ€” ensuring upgrades, modifications and expansions are managed within structured engineering control.


Engineering Secondment with Digital Alignment

Our engineering-grade secondment integrates with structured digital environments, including:

  • Controlled CAD standards
  • Managed drawing registers
  • Platform-based collaboration environments
  • Revision tracking workflows
  • Vendor drawing review protocols

Rather than simply placing a resource on site, we align that resource with a defined governance system.

That alignment protects the project โ€” and the client.


More Than Labour. Structured Engineering Support.

Hamilton By Design delivers:

  • Engineering governance support
  • CAD and drawing control oversight
  • Brownfield upgrade discipline
  • Data integrity protection
  • Digital continuity across project stages

This is labour hire redefined.

It is engineering capacity supported by structure, accountability and technical leadership.


When Is Engineering-Grade Labour Hire Required?

  • Complex brownfield upgrades
  • Live operational facilities
  • Multi-contractor environments
  • Digital transformation programs
  • CAD standardisation projects
  • Projects requiring traceable revision control

If your project needs more than drafting โ€”
if it needs structured engineering control โ€”
Hamilton By Design delivers engineering-grade secondment aligned with governance, compliance and operational continuity.


Fabrication Integrated Modelling in a Sydney workshop showing engineers and fabricators using a shared 3D model to drive CNC fabrication and steel assembly.

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Protect Your Engineering Environment

Capacity solves workload.

Governance protects investment.

Hamilton By Design provides both.

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Most Engineering Problems Arenโ€™t Design Problems

Infographic showing engineering workflow evolving from disconnected drawings to governed digital asset management.

Establish Maintain Govern Engineering Data | Hamilton By Design

Theyโ€™re information problems.

Projects rarely fail because a drawing couldnโ€™t be produced โ€”
they fail because nobody knows:

  • Which revision is correct
  • Who approved the change
  • What the contractor built from
  • Whether operations updated the records

The real cost isnโ€™t modellingโ€ฆ
itโ€™s uncertainty.

Hamilton By Design helps organisations move from scattered documents to a controlled engineering environment built around three principles:

Establish โ†’ Maintain โ†’ Govern

Powered by the 3DEXPERIENCE platform, your data becomes a managed system rather than a collection of files.


Establish maintain govern engineering lifecycle diagram using a digital single source of truth.

1 โ€” Establish

Create a trusted digital foundation

Before control can exist, a reliable starting point must exist.

We capture and structure your real-world assets into a verified digital baseline:

  • 3D laser scanning of facilities and equipment
  • Creation of accurate as-existing models
  • Consolidation of drawings and documents
  • Standardised naming and classification
  • Centralised project environment

At this stage you are not โ€œimplementing softwareโ€ โ€”
you are creating a single source of engineering truth.

Outcome: Everyone works from the same reality.


2 โ€” Maintain

Keep information alive instead of outdated

Most systems fail because they are updated onceโ€ฆ and never again.

We implement workflows so engineering data stays current during daily operations:

  • Controlled revisions
  • Check-in / check-out workflows
  • Contractor access to current information
  • Automatic version history
  • Re-scan validation after upgrades
  • Live visualisation of plant changes

Your models and drawings become operational tools, not archived deliverables.

Outcome: The information reflects the site โ€” not the past.


3D laser scanning in Sydney with an engineer capturing as-built conditions using LiDAR technology.

3 โ€” Govern

Know who changed what and why

Governance is not bureaucracy โ€”
it is risk reduction.

We configure approval and responsibility structures inside the platform:

  • Design approval workflows
  • Change management records
  • Digital sign-off tracking
  • Audit history
  • Project permissions by role
  • Engineering accountability

Now decisions are traceable and defensible.

Outcome: Confidence in decisions, compliance in audits.


What the 3DEXPERIENCE Platform Enables

Instead of sending drawings between departments, the platform connects them.

DisciplineWhat Changes
EngineeringWorks in controlled revisions
ProjectsTracks approvals & responsibilities
OperationsAccesses latest information
ContractorsUses current data only
ManagementGains visibility and auditability

You are no longer managing files โ€” you are managing engineering intent.


The Result โ€” Simplicity

When Establish, Maintain and Govern are in place:

  • No duplicate drawings
  • No guessing revisions
  • No uncontrolled contractor changes
  • No lost project knowledge
  • No rebuild of data every shutdown

Just a clear, continuous engineering lifecycle.


How Hamilton By Design Helps

We donโ€™t install a platform and leave.

We operate between engineering, construction and operations to:

  • Capture reality (3D scanning)
  • Structure engineering data
  • Configure workflows
  • Train teams
  • Support ongoing use

Our goal is simple:

Make engineering information reliable enough to operate from โ€” not just design from.


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Simplify Your Process

If your organisation is constantly re-creating drawings, questioning revisions or losing project history โ€” you donโ€™t have a people problem.

You have a system gap.

Hamilton By Design implements a controlled engineering environment using the 3DEXPERIENCE platform so your business can:

Establish reality โ†’ Maintain accuracy โ†’ Govern change


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Contact Hamilton By Design to simplify your engineering process.

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LiDAR Scanning for Industrial Retrofit Engineering

Industrial facility captured using 3D laser scanning for brownfield plant upgrade

LiDAR Scanning for Industrial Retrofit Engineering | Brownfield Plant As-Built Capture

Steel Mills, Manufacturing Plants & Legacy Facility Upgrades

Across industrial regions such as Pittsburgh, Carnegie and Norristown, engineering teams are not scanning sites for mapping โ€” they are scanning them because they are about to change something critical.

Brownfield facilities rarely match drawings.
Plant modifications fail when decisions are made from assumptions rather than measurements.

Hamilton By Design provides engineering-grade LiDAR scanning and modelling specifically for retrofit engineering โ€” capturing existing assets so upgrades install correctly the first time.


Engineer performing industrial LiDAR scan of a processing plant for retrofit design

Why Industrial Facilities Require Scanning Before Design

In heavy industry the problem is rarely design capability โ€” it is uncertainty of the existing plant.

Old facilities typically contain:

  • undocumented structural alterations
  • relocated services and pipework
  • equipment installed over decades
  • distorted steelwork
  • unavailable or unreliable drawings

When upgrades are designed from historical drawings, fabrication errors and shutdown overruns occur.

Our process replaces assumption with measured reality.

We capture what actually exists โ€” then design from truth.

Hamilton By Design combines mechanical engineering with LiDAR capture to reduce fabrication and installation risk on operating assets.


Typical Projects Supported

Brownfield Industrial Plants

  • plant expansions
  • conveyor modifications
  • structural replacement
  • maintenance shutdown preparation

Steel Mills & Heavy Manufacturing

  • equipment replacement
  • platform and access upgrades
  • retrofit guarding & compliance
  • mechanical component redesign

Utilities & Processing Facilities

  • pipe routing development
  • pump and tank replacement
  • asset life-extension upgrades
  • tie-in engineering

These projects require accurate as-built conditions before design โ€” not survey grade positioning, but engineering-grade dimensional certainty.


Our Retrofit Engineering Workflow

1. Field Capture โ€” Engineering LiDAR Scanning

We capture operating facilities without interrupting production and obtain full spatial reality of structures, equipment and services.

2. Digital As-Built Model

Point cloud data is converted into coordinated 3D engineering models for decision-making and clash prevention.

3. Mechanical & Structural Design

Designs are developed directly from measured geometry rather than historic drawings.

4. Fabrication-Ready Deliverables

We provide models and drawings suitable for fabrication and installation.

This approach allows components to fit existing plant conditions on installation rather than being adjusted in the field.


What This Solves

Industrial retrofit projects fail due to dimensional unknowns โ€” not poor engineering.

LiDAR-driven design removes:

  • shutdown delays
  • rework fabrication
  • on-site modifications
  • installation conflicts
  • access clashes

Hamilton By Design supports manufacturing, processing and heavy industry with accurate as-built data and coordinated models for upgrades, maintenance and asset life-extension projects.


Engineering-Led Scanning โ€” Not Just Surveying

Many scanning providers supply point clouds.

We provide engineering decisions.

The difference is accountability โ€” one team responsible from measurement to design.

One team accountable from scan to fabrication.


When to Engage Us

Engage scanning early when a project involves:

  • replacing equipment
  • modifying structure
  • adding services
  • shutdown installation
  • upgrading legacy facilities

If fabrication depends on existing conditions, scanning should precede design โ€” not follow it.


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Talk to Hamilton By Design

Hamilton By Design delivers engineering-grade LiDAR scanning and retrofit design support for operating industrial assets worldwide.

Reduce installation risk.
Design from measured reality.

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3D Engineering Scanning in Fiji โ€“ Reliable Point Clouds for Global Engineering

Engineer performing 3D laser scanning in Fiji with point cloud transforming into BIM model and FEA analysis beside a tropical port.

3D Engineering Scanning Fiji โ€“ Point Clouds for Design & FEA | Hamilton By Design

Hamilton By Design provides professional 3D laser scanning services across Fiji, delivering high-accuracy point clouds that allow designers, engineers, and asset owners anywhere in the world to work with real, measured dataโ€”without stepping foot on site.

Our focus is simple:
capture the truth of your asset once, and let every engineering discipline design from the same digital backbone.


Engineering-Grade Data You Can Design From

In Fiji, many industrial, marine, and commercial assets have:

  • incomplete or outdated drawings
  • decades of informal modifications
  • mixed construction standards
  • corrosion and cyclone damage history

Traditional measurement methods struggle in this environment. Our 3D scanning service produces a survey-accurate digital replica that can be used for:

  • 3D modelling in Revit, Plant3D, Tekla, SolidWorks
  • structural analysis and FEA studies
  • clash detection for new equipment
  • fabrication of steel and pipework
  • condition assessments and deformation checks

We deliver neutral, open formats so your teamโ€”anywhere in Australia, New Zealand, Fiji, or globallyโ€”can immediately begin engineering work.



What We Deliver

Core Outputs

  • Registered point clouds (E57 / RCP / LAS)
  • Colourised, engineering-accurate datasets
  • Site coordinate systems or project datum
  • Mesh models for Navisworks / visualisation
  • 2D plans, elevations, and sections

Optional Engineering Deliverables

  • Scan-to-BIM models (LOD 200โ€“350)
  • Steel and pipe geometry extraction
  • Tie-in coordinates for brownfields projects
  • Deformation and roundness reports
  • Clash and constructability reviews

Every dataset is processed in Australia under formal QA procedures so it can be relied upon for detailed design, certification, and FEA modelling.


Designed for Fiji Conditions

Scanning in Fiji requires more than equipmentโ€”it requires experience in Pacific environments.

We plan projects around:

  • tropical heat and humidity
  • sudden rain events
  • reflective stainless and bright sunlight
  • inter-island logistics
  • remote power and access constraints
  • cyclone season scheduling

Our workflows are built so field capture is efficient and robust, while processing and modelling are completed by our Australian engineering team.


Industries We Support in Fiji

  • Ports and wharves โ€“ Suva, Lautoka, Levuka
  • Power generation and utilities
  • Sugar and food processing plants
  • Water and wastewater infrastructure
  • Resorts and commercial buildings
  • Bridges and civil structures
  • Post-cyclone assessments
  • Mining and materials handling

A Digital Backbone for Global Teams

A quality scan is the backbone of every downstream task.
If the backbone is wrong, every model, drawing, and FEA result is compromised.

Our aim is to give your project a foundation that:

  • removes re-measure risk
  • allows off-site fabrication
  • supports remote engineering teams
  • shortens shutdowns
  • improves safety and constructability

Designers and engineers in any location can open our data and begin work immediatelyโ€”confident it represents the real world.

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Why Choose Hamilton By Design

  • Engineer-led scanning team
  • Australian processing and QA
  • experience in PNG and Pacific brownfields
  • deliverables tailored to your software
  • practical understanding of fabrication and FEA requirements

We donโ€™t just capture pointsโ€”we deliver usable engineering information.


Talk to Us About Your Fiji Project

Whether you need a single building, a wharf, or a full processing plant captured, we can mobilise quickly and provide data your global team can trust.

Hamilton By Design
Engineering certainty through 3D scanning.

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