Data Analytics Advisory
Data Analytics Advisory
In today’s marketplace, gaining a deeper perspective on an organization’s data is critical for developing a foundation that effectively guides the direction of the auditing and continuous monitoring of control environment within the organization. By harnessing available data, the governance, risk management and compliance functions can transform the way a business operates, by offering solutions to pervasive compliance problems, including issues that may go undetected causing business disruption due to investigations, and expensive, resource-intensive audits.
As data analytics capabilities continue to grow, companies in every sector are generating and gathering ever-increasing quantities of data. Consequently, GRC professionals will need to digest large-scale data or information and translate complex findings into understandable data for presentation to both internal and external stakeholders. Hence, data analytics and data visualisation are increasingly playing significant roles in the GRC space.
Data Analytics Advisory
How can Axcelasia support your organization and what data analytics services do we offer?
- Support the structure of the data analytics program and framework that utilizes data as a strategic asset
- Provide approaches and training to upskill auditors and clients with non-analytic backgrounds
- Develop customized and advanced analytics models and best methods to extract, collect, cleanse, transform, integrate, load, store, share and present data and confirm it remains reliable, compliant, and secure in the process
- Implement a continuous monitoring solution, approach and bespoke test rules and algorithms to help identify hidden red flags, more meaningful audit sample selection and control gaps
What strategic advantages can Axcelasia offer and what capabilities can we help you build?
- Deliver high quality data analytics efficiencies through proven methodology, test rules and algorithms
- Identify control weaknesses and process loopholes that may be uncovered by retrospective audits
- Help the organization understand the GRC data landscape by developing a results-driven data analytics and data visualization strategy, program and tools
What is Axcelasia’s value proposition?
- Our experienced advisors possess deep industry knowledge and have developed innovative methodology, approach, tools and capabilities for Data & Analytics enabling Internal Audit and continuous compliance monitoring projects for clients
- A highly interactive approach to engage all stakeholders
- Senior-level professional involvement in engaging business managers
5-step roadmap to help transform GRC into a data-led function
Step 1: Start small
Start with a small project. This will be beneficial, because the cost and the required data volume will be low and turnaround time is shorter. Have an interactive dashboard format output and clear, actionable recommendations.
Step 2: Focus on prevalent risks and issues
Pick an area that poses inherent risk and issues. Be crystal clear of what needs to be achieved. For example, some questions that need to be addressed include:
- Have payments been made to government officials?
- Provide approaches and training to upskill auditors and clients with non-analytic backgrounds
- Have any facilitation payments been made?
- Are all employee expenses legitimate?
- Are employees and third parties colluding to circumvent controls?
- Are there any fictitious employees / vendors?
- Are they any undisclosed conflicts of interest?
- Are vendors committing fraud?
- Where should the focus be on costly audits and monitoring?
Step 3: Start with readily-available data
Begin with whatever data is available right now. Extracting, transforming, loading, cleansing and running analytic test rules on data sets is a simple operation for experienced data scientists or professional service providers, which may take a shorter period than you might anticipate.
Step 4: Identify and validate red flags
Identify red flags, rule out false positives, engage with the key stakeholders early, including peers and up the chain of command. Presenting the results to stakeholders will provide tangible evidence of analytics’ potential, and high-level ROIs.
Step 5: Continuous improvement along the way
Moving from a static and retrospective monitoring approach to a dynamic and predictive data-led compliance function does not happen overnight. It requires thoughtful planning, diligent execution and continuous improvement on the data analytics algorithm along the way until it reaches the intended maturity level of data analytics capability.
Solutions
Our consulting services encompass the following areas:
Internal Audit, ICR & QAR
Driving audit excellence with innovative frameworks that strengthen internal controls and ensure quality assurance.
Governance, Risk & Compliance
Revolutionizing governance with forward-thinking innovation that enhances risk management and compliance excellence.
ESG, Climate Change and Carbon Management
Innovating sustainable solutions for businesses to thrive in a future shaped by ESG and climate priorities.
BCM & Technology Advisory
Innovating business resilience and technology strategies to future-proof your operations and ensure continuity.
BPI, SOP & Transformation
Transforming business processes with innovative solutions that streamline operations and drive continuous improvement.
Forensic Audit
Enhancing financial oversight with cutting-edge forensic analysis and innovative corporate finance strategies.
Any Queries?
For any inquiries or to learn more about how Axcelasia Group can support your business, feel free to reach out to us.
Call us at 03 2028 7450 or email us at hello@axcelasia.com. Our team is ready to assist you with all your Governance, Risk, and Compliance needs.