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Data, AI and Automation Consulting Services

AYLA Solutions helps Australian organisations define, design and deliver practical data, AI and automation initiatives — from strategy and architecture through to analytics, integration, migration and process improvement.

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SERVICES THAT DELIVER REAL IMPACT

Services that turn data and systems into business value

Many organisations have the systems, platforms and data they need, but still struggle to turn them into trusted insight, efficient processes and measurable business outcomes.

AYLA Solutions works with business and technology leaders to clarify the problem, design the right approach and deliver practical solutions that improve decisions, reduce manual effort and create value.

Define the strategy, roadmap, governance model, classification approach and target architecture required to turn data into a trusted business asset.

Design and deliver dashboards, semantic models and reporting solutions that help teams make faster, better and more confident decisions.

​Connect data across ERP, CRM, finance, HR, operational and third-party systems using scalable cloud-based platforms.

Assess, profile, cleanse, map, migrate and reconcile data to reduce risk during ERP and system transformation programs.

Apply AI, Microsoft Copilot, chatbots, VLMs, OCR, machine learning and workflow automation to reduce manual effort and improve decision-making.

Identify process inefficiencies, automate repetitive work and improve operational performance through data-driven improvement.

OUR SERVICES IN DETAIL

How we help you succeed?

Explore our core services in more detail. Click on the links below to see how we can help solve your challenges and deliver measurable outcomes

Data Strategy & Architecture

A clear data strategy helps organisations make better decisions about where to invest, what to prioritise and how to turn data into business value.

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AYLA Solutions helps leadership teams define the data vision, target architecture, governance model and roadmap required to support reporting, analytics, automation and AI.

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Best suited for

CIOs, CFOs, data leaders, transformation teams and business executives who need clarity on how data should support strategic and operational priorities.

What we deliver

  • Data and analytics strategy

  • Current-state assessment

  • Target-state data architecture

  • Data governance and ownership model

  • Data classification framework

  • Microsoft Purview setup and advisory

  • Data catalogue and lineage approach

  • Data quality and trust framework

  • Data capability roadmap

  • Platform and technology recommendations

  • Prioritised implementation plan

Common Outcomes

  • Clearer data investment priorities

  • Stronger alignment between business and technology teams

  • Improved data governance and accountability

  • Better visibility of sensitive, critical and trusted data

  • Practical roadmap from strategy to implementation

Data Analytics & Reporting

Reporting should do more than present numbers. It should help people understand performance, identify issues, make decisions and take action.

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AYLA Solutions designs and delivers analytics solutions, Power BI dashboards, semantic models and reporting frameworks that improve visibility, trust and business decision-making.

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Best suited for

Finance, operations, executive, commercial, safety, customer and transformation teams that need trusted reporting and practical business insight.

What we deliver

  • Power BI dashboards and reports

  • Executive and operational reporting

  • Semantic models and shared datasets

  • Finance, operations, safety and customer analytics

  • Row-level security and access control

  • Data quality and exception reporting

  • KPI and metric definition

  • Report adoption and business embedding

Common Outcomes

  • Faster access to trusted business information

  • Reduced manual report preparation

  • Improved reporting consistency

  • Better visibility of performance, risk and opportunity

  • Stronger confidence in business decisions

Data Intgegration & Platforms

Business data is often spread across ERP, CRM, HR, finance, operational systems, spreadsheets and third-party platforms. Without proper integration, reporting becomes manual, inconsistent and difficult to trust.

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AYLA Solutions helps organisations connect, consolidate and manage data through scalable data platforms and integration patterns.
 

Best suited for

Organisations with fragmented systems, manual extracts, inconsistent reporting or a need to modernise their data platform.

What we deliver

  • Data platform architecture

  • Cloud data warehouse design

  • Data pipeline development

  • API-based integration

  • ERP, CRM, HR, finance and operational system integration

  • Data lineage and exception handling

  • Data security and access design

  • Platform transition and optimisation

Common Outcomes

  • Reduced reliance on manual extracts

  • Improved data availability and consistency

  • Stronger foundation for analytics, automation and AI

  • More scalable and maintainable data architecture

  • Better control over data movement and dependencies

ERP Data Migration & Data Readiness

ERP and system migration projects often run into issues because data quality, migration scope, business rules and reconciliation requirements are not understood early enough.

 

AYLA Solutions helps organisations reduce migration risk through data profiling, readiness assessment, mapping, cleansing, transformation and reconciliation support.
 

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Best suited for

Organisations preparing for ERP migration, CRM migration, finance system replacement, HR system migration or legacy system modernisation.

What we deliver

  • Migration discovery and planning

  • Source data profiling

  • Data quality assessment

  • Data classification and sensitivity review

  • Migration scope and complexity analysis

  • Data mapping and transformation rules

  • Cleansing recommendations

  • Upload and validation support

  • Reconciliation and exception reporting

Common Outcomes

  • Earlier visibility of migration risks

  • Clearer understanding of data quality issues

  • Better handling of sensitive and business-critical data

  • Reduced rework during implementation

  • Stronger reconciliation confidence

  • Better readiness for ERP or system transformation

AI, Copilot & Intelligent Automation

AI creates value when it is connected to real business processes, trusted data and measurable outcomes.

AYLA Solutions helps organisations identify practical AI and automation opportunities, then design and deliver solutions that reduce manual effort, improve accuracy and accelerate decision-making.
 

Best suited for

Organisations looking to adopt Microsoft Copilot, build enterprise chatbots, automate document-heavy processes, use VLMs for image and document understanding, or explore practical AI use cases.

What we deliver

  • AI opportunity assessment

  • Copilot readiness and enablement

  • Enterprise chatbot and knowledge assistant solutions

  • Intelligent document processing

  • OCR and data extraction workflows

  • Vision-language model use cases

  • Machine learning models

  • Prompt and retrieval design

  • Workflow automation

  • API and system integration

  • Exception handling and monitoring

Common Outcomes

  • Reduced manual effort

  • Faster processing of information

  • Improved accuracy and consistency

  • Better use of internal documents and business data

  • Practical AI adoption linked to business value

  • Clearer pathway from AI experimentation to operational use

Process Optimisation & Workflow Automation

Manual processes create delay, error, rework and operational risk. Many organisations know where the pain points are, but need a practical way to redesign, automate and monitor those processes.

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AYLA Solutions helps identify process inefficiencies and implement practical improvements using data, automation, reporting and workflow design.
 

Best suited for

Operations, finance, administration, compliance and transformation teams looking to reduce manual effort and improve process performance.

What we deliver

  • Process discovery and assessment

  • Manual effort analysis

  • Automation opportunity identification

  • Workflow redesign

  • Power Automate and workflow automation

  • Exception handling

  • Operational dashboards

  • Continuous improvement reporting

Common Outcomes

  • Reduced repetitive manual work

  • Faster turnaround times

  • Better process visibility

  • Improved control and exception management

  • More scalable operating processes

HOW WE WORK

A practical approach from strategy to delivery

1. Discover

We clarify the business problem, users, decisions, data, systems, risks and success measures.

2. Design

We define the architecture, roadmap, data model, integration pattern, migration approach or automation design.

3. Deliver

We build, test, validate and implement the solution with practical governance, documentation and handover.

4. Embed

We support adoption, reporting confidence, knowledge transfer and continuous improvement.

DELIVERY EXPERIENCE

Experience delivering practical outcomes

AYLA Solutions has delivered data, analytics, automation, migration and platform modernisation work across mining, aged care, government, finance, education, sport and commercial organisations.

Strategy & Roadmaps

Defined ICT and data strategy through stakeholder workshops, current-state assessment, business demand analysis and delivery roadmap development.

Reporting Uplift

Delivered reporting solutions across finance, operations and executive decision-making to improve visibility and reduce manual effort.

Platform Modernisation

Supported data platform transition and optimisation across modern cloud platforms including Snowflake, Databricks, Azure Synapse and Power BI.

Migration & Readiness

Supported data profiling, migration readiness, mapping, cleansing and reconciliation activities for system transformation programs.

Automation Solutions

Delivered automation solutions involving document extraction, matching, workflow processing and operational reporting.

LOOKING FOR A PACKAGED SOLUTION OR ACCELERATOR

Explore Our Solutions and Accelerators

Arth AI

AI-powered finance automation for invoices, expense receipts, emails and administrative workflows. Arth AI helps reduce manual effort, improve processing speed and support better operational control.

Data Migration Accelerator

A structured accelerator for ERP and system migration readiness, data profiling, mapping, transformation, upload and reconciliation.

Data Value Diagnostic

A leadership diagnostic that identifies where data value is being lost across strategy, execution, systems, reporting, processes and AI readiness.

PRIS Compliance Advisor

A readiness and guidance solution that helps local government and public sector organisations understand PRIS obligations, support Information Asset Register activities and improve staff awareness.

Not sure which service you need?

Tell us what you are trying to improve? Reporting, migration, data quality, AI, automation, compliance or process performance, and we will help identify the most practical next step.

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Helping Australian organisations turn data, AI and automation into practical business value.

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