Data platform services

For data you can build on

Most organisations have more data than they can use — and less they can trust. The gap between data that exists and data that’s genuinely ready to inform decisions, power operations and enable AI is where Intelligent Pathways works. We bring a structured, end-to-end methodology to data platform design and engineering — taking data from its raw state through to something clean, curated and business-ready. The result is a foundation your organisation can build on with confidence.

Talk to our team

We work across the full data platform lifecycle — from assessing your current data landscape and designing the right architecture, through to engineering the pipelines, governance frameworks and data models that make data trustworthy and accessible. We take data from its raw state through cleansing and curation to a business-ready foundation, and activate it across reporting, analytics, AI and operational integrations. Our approach combines platform strategy, hands-on engineering and ongoing support to deliver outcomes that last.

What we do

Data strategy & architecture

We assess your current data capability, define the right platform architecture, and build a roadmap that aligns technology choices to your business objectives and AI readiness goals.

Data design & engineering

We design and build the pipelines, data models and orchestration frameworks that transform raw data into clean, curated and business-ready assets — with a focus on reusable components, maintainable architecture and data that reliably serves the systems and people that depend on it.

Enabling AI

We prepare the data foundations that AI requires to work — structuring, cleansing and connecting data so it is trustworthy, accessible and fit for machine learning, predictive analytics and intelligent automation. Good AI starts with good data.

Enabling reporting & analytics

We structure data for reporting, visualisation and analytical use — building solutions that give organisations clear, reliable insight into what is happening across their operations and why. The same foundations that enable reporting also prepare your data for AI and machine learning applications.

Operational data integrations

We connect data platforms to operational systems through real-time, streaming and batch integrations — ensuring data flows reliably across your organisation when and where it’s needed.

Platform support & optimisation

We provide ongoing support, monitoring and continuous improvement for the platforms we build — keeping your data foundation performant, governed and ready to scale.

Data maturity model

From raw data to a foundation your organisation can build on

Collect – Raw data

Establish the foundation.
Connect sources and begin ingesting data at scale.

  • Platform architecture & design
  • Source system connectivity
  • Data ingestion pipelines
  • Cloud platform deployment
  • Initial data cataloguing

Stage 01

Refine – Cleansed & curated

Make data trustworthy.
Cleanse, govern and model data for reliable use.

  • Data cleansing & validation
  • Governance frameworks
  • Data modelling & curation
  • Quality monitoring
  • DataOps & DevSecOps

Stage 02

Activate – Business ready

Unlock the value.
Surface insight, enable Al and activate operations.

  • Analytics & reporting
  • Al & ML enablement
  • Operational integrations
  • Visualisation & self-service
  • Platform support & scale

Stage 03

Frequently asked questions

The fastest returns come from automating repetitive knowledge work, improving decision-making with reliable data, and deploying AI tools that accelerate business processes. We focus on use cases that deliver measurable improvements in efficiency, accuracy, and cost reduction.

We scale AI by building on strong foundations: governance, risk mitigation, and security first; then deploying under technical and organisational control parameters; then expanding through reusable system components. This ensures investment translates into sustainable capability, not isolated experiments.

Responsible AI requires visibility and accountable control across:

  • Data lineage, consent, and sovereignty
  • Risk monitoring for bias, drift, and hallucination
  • Human review at critical decision points
  • Audit trails and explainability

We embed these guardrails into your technology platforms (Azure, Databricks, AWS) in ways that align with regulatory obligations and organisational risk requirements.

Your data stays under your control. We enforce rigorous security measures including identity and access management, encryption, data masking, and network safeguards. Our implementations respect data residency and sovereignty rules, and comply with your internal policies and relevant standards.

Yes. We’re platform-independant and build on Azure OpenAI/Fabric, Databricks (Lakehouse, MLflow), and AWS (Bedrock/SageMaker). We choose platforms based on what delivers the best business value, leverages your current investments, and avoids lock-in.

That’s common. We focus on the data required for the highest-value use case. In parallel, we uplift your data foundations (governance, pipelines, catalogs) so capability grows alongside delivery.

We embed adoption into every engagement. We provide executive briefings, training, playbooks, and KPIs tied to business outcomes. AI isn’t delivered and forgotten – it’s embedded into daily workflows so teams use it confidently and consistently from day one.

Selecting an initial use case depends on business goals, challenges, and available data. The best starting points are often where automation, predictive insights, or operational efficiency will deliver clear benefits. Our discovery sessions align potential solutions with your strategy to prioritise the right path.

We work with a range of AI models, including:

  • Machine Learning – predictive analytics, classification, detection
  • Generative AI – text generation, summarisation, chatbots
  • Natural Language Processing (NLP) – sentiment analysis, transcription, customer interaction
  • Computer Vision – image recognition, feature extraction, detection

We begin with a discovery and roadmap session to understand your goals and challenges. From there, we co-design tailored solutions, deliver prototypes or proofs of concept, and guide implementation to ensure seamless integration into existing systems. Our approach is consultative, agile, and outcome-focused.

We deliver fit-for-purpose solutions that align technology with business outcomes. You get deep integration expertise, architecture-led delivery, ensuring AI outcomes are secure, scalable and measurable. Unlike many vendors who stop at pilots or experiments, we focus on turning ideas into reliable production capability.

Technology partners

Depth without lock-in

Technology-independent by default. Deep expertise across these platforms means we choose the right tool — not the familiar one.

Trusted by leaders across sectors
Integration Platform Design

”I think Intelligent Pathways have some of the smartest, most talented people in the sector that I've worked with. They also have very diverse experience with technologies, and that was something we needed at Multicap.” 

Akash Sethi

Senior Business Analyst

Cloud Enablement and Application Development

”Intelligent Pathways was incredible from the very outset. They were able to understand the product vision from our first conversation. Their technical knowledge and ability to partner in grounding that vision in core AWS services was outstanding. They are simply the best technical partner to advise, guide and help support our product strategy in using AWS.”

Salih Mujcic

Talent Management Product Owner

Relevant to your business

”Eden Suite takes the pain out of data management for our franchisees and ensures we have accurate, complete and timely environmental data for our legislative reporting. Knowing we can trust the Eden Suite team to manage our environmental data reporting allows us to focus our energies on our core business of making great food for our customers and value for our franchisees. It also frees us up to work on our sustainability agenda.”

Sarah Collier

Sustainability Supply Chain Manager

AWS Development Work

”Intelligent Pathways' in-depth knowledge of AWS serverless technology and Event-Driven Architecture, is the key success factor in delivering our SaaS Job Accelerator solution to over 500 Enterprise customers in APAC.”

Trevor Pham

Head of Engineering, Job Accelerator

Cloud Enablement and Application Development

”It's exciting to work with Intelligent Pathways to create some amazing solutions and solve real problems for our business.”

David Hassan

CTO

Application Development

"We wanted to work with an organisation that got what we're about and really listened to what we needed. Right from the start [Intelligent Pathways] said 'we want to be part of this' - the relationship was important to them as well."

Craig Brierty

Chief Operations Officer

Digital Business Strategy & Implementation

"We needed a partner who could bring cross-industry experience while remaining flexible enough to grow with our evolving needs. Intelligent Pathways proved to be that partner."

Richard Rerrie

Senior IT Manager

Digital Business Partner

"Intelligent Pathways brings real rigour and a multi-skilled team — not just extra hands. Together we've built something that delivers, predictably and cost-effectively."

Quinton Kopke

Project Manager

Process Automation Strategy

"UQ's RPA platform was built right — enterprise-grade, scalable, and low-maintenance — so the team can focus on solving business problems instead of managing infrastructure."

RPA Industry Leader

RPA Industry Leader

Digital Business Strategy & Implementation

”The future of our international business is much brighter with this partnership as part of our future.”

Simon Hickey

CEO

Relevant to your business

”We found the Eden Suite team from day one very knowledgeable on the topic. Environmental reporting is somewhat new to us from a software perspective, and so being able to talk to people that had been doing it for a number of years across other industries was hugely beneficial. We also found the Eden Suite team very easy to deal with, they moved at a very fast pace and think the same way we do so we found the cultural fit to be very very good.”

David Batkin

Executive General Manager, Product Strategy