AI - Case Studies
AI Risk Management
Designed and implemented an AI governance framework for a regulated organisation, ensuring risk oversight, compliance, and responsible deployment.
Key outcomes
Established end-to-end AI governance model
Defined risk classification and control structures
Enabled compliant and scalable AI adoption
The Opportunity
The organisation was scaling the use of AI across multiple business functions within a regulated environment. However, governance structures had not evolved at the same pace, creating uncertainty around risk ownership, compliance requirements, and model oversight.
There was a clear need to establish a structured framework to ensure responsible AI adoption while supporting innovation.
Our Approach
We designed and implemented a comprehensive AI governance model aligned with regulatory expectations and industry best practices.
This included:
Defining AI risk taxonomy and classification criteria
Establishing governance bodies and decision-making processes
Designing control frameworks across the AI lifecycle
Embedding policies for model validation, monitoring, and documentation
The framework was tailored to integrate seamlessly with existing risk and compliance structures.
The Impact
The organisation gained a clear and scalable governance structure for AI, enabling confident deployment of new use cases.
Risk visibility improved significantly, with defined accountability and consistent oversight across all AI initiatives. The framework also strengthened regulatory readiness and positioned the organisation to scale AI responsibly.
AI - Case Studies
AI Risk Assessment
Delivered a structured AI risk assessment framework to identify, evaluate, and prioritise risks across AI use cases.
Key outcomes
Standardised AI risk identification and assessment
Improved visibility of model and data risks
Enabled prioritisation and mitigation planning
The Opportunity
As AI use cases expanded, the organisation lacked a consistent method to assess and compare risks across models and applications. This limited its ability to prioritise initiatives and ensure appropriate controls were applied.
A structured and repeatable approach to AI risk assessment was required to support both governance and decision-making.
Our Approach
We developed a tailored AI risk assessment framework covering the full lifecycle of AI systems.
This included:
Defining risk dimensions (e.g. model risk, data risk, ethical considerations, regulatory exposure)
Designing scoring methodologies to assess likelihood and impact
Creating assessment tools and templates for consistent application
Integrating the framework into governance and approval processes
We also supported initial assessments to ensure effective adoption and calibration.
The Impact
The organisation achieved a clear and consistent view of AI-related risks across its portfolio.
Decision-making improved through better prioritisation of high-risk use cases, while mitigation strategies became more targeted and effective. The framework also enabled ongoing monitoring and strengthened overall AI risk management capabilities.
Accounting & Strategy - Case Studies
Healthcare & Operations
Optimised patient flow, billing processes, and financial controls within a clinical environment to improve efficiency and service delivery.
Key outcomes
Improved patient flow and service efficiency
Strengthened billing accuracy and revenue capture
Enhanced financial controls within operations
The Opportunity
The healthcare organisation faced operational inefficiencies across patient services, including delays in patient flow, fragmented billing processes, and limited financial control visibility.
These challenges impacted service quality, revenue capture, and overall operational performance, highlighting the need for a more structured and integrated approach.
Our Approach
We conducted a detailed assessment of patient flow, administrative processes, and financial controls across the clinical environment.
This included:
Mapping end-to-end patient journey and identifying bottlenecks
Reviewing billing processes and reconciliation practices
Assessing control gaps across financial and operational activities
Designing improved workflows aligned with service and financial objectives
Solutions were developed to integrate operational efficiency with financial discipline
The Impact
The organisation achieved smoother patient flow and more efficient service delivery, reducing operational delays.
Billing accuracy improved, supporting better revenue capture and reduced leakage, while strengthened controls enhanced financial visibility and accountability across operations.
Accounting & Strategy - Case Studies
Financial Governance & Reporting Transformation
Strengthened financial reporting processes and control structures within a healthcare organisation to improve accuracy, transparency, and audit readiness.
Key outcomes
Improved financial reporting accuracy and consistency
Strengthened control environment and audit readiness
Enhanced transparency for management decision-making
The Opportunity
The organisation faced challenges in financial reporting consistency, with fragmented processes and limited standardisation across departments. This created risks in data accuracy, audit readiness, and overall financial oversight.
There was a need to establish more robust reporting processes and control structures to support both compliance and strategic decision-making.
Our Approach
We designed and implemented enhanced financial reporting and control frameworks tailored to the healthcare environment.
This included:
Standardising reporting processes and data flows
Strengthening reconciliation and validation controls
Defining clear roles and responsibilities for financial oversight
Aligning reporting practices with regulatory and audit expectations
The approach ensured integration between operational data and financial reporting.
The Impact
The organisation achieved more reliable and consistent financial reporting, improving confidence in financial data.
Audit readiness increased through stronger controls and standardised processes, while enhanced transparency supported more informed and timely decision-making across the organisation.
Sustainability - Case Studies
Supply Chain Traceability
Designed and implemented traceability frameworks to improve visibility across global supply chains, strengthening compliance, supplier accountability, and ESG performance.
Key outcomes
Increased transparency across supply chains
Strengthened supplier accountability and compliance
Improved ESG risk identification and mitigation
Certifications...
The Opportunity
The organisation operated across complex global supply chains with limited visibility over sourcing practices and supplier compliance. This created exposure to ESG risks, including regulatory non-compliance and reputational concerns.
There was a need to establish end-to-end traceability to support responsible sourcing and strengthen oversight across suppliers..
Our Approach
We designed and implemented a supply chain traceability framework aligned with ESG and regulatory requirements..
This included:
Mapping supply chain tiers and critical sourcing points
Defining traceability requirements and data collection processes
Establishing supplier reporting and accountability mechanisms
Integrating traceability into procurement and risk oversight processes
The solution was tailored to ensure scalability across geographies and supplier networks.
The Impact
The organisation achieved significantly improved visibility across its supply chain, enabling better identification and management of ESG risks.
Supplier accountability increased through clearer reporting and oversight, while enhanced traceability supported compliance and strengthened sustainable sourcing practices.
Sustainability - Case Studies
Carbon Certifications Advisory
Advised organisations on carbon certification frameworks and climate reporting requirements, supporting compliance, emissions transparency, and alignment with international standards.
Key outcomes
Improved alignment with carbon certification frameworks
Enhanced emissions visibility and reporting quality
Strengthened regulatory readiness
The Opportunity
The organisation faced increasing pressure to comply with carbon certification standards and evolving climate reporting requirements. However, internal capabilities to interpret frameworks and translate them into actionable processes were limited.
This created challenges in demonstrating compliance and ensuring credible emissions reporting.
Our Approach
We supported the organisation in navigating carbon certification frameworks and aligning internal processes with climate reporting requirements.
This included:
Interpreting applicable certification standards and regulatory expectations
Assessing current emissions reporting practices and identifying gaps
Designing processes for data collection, validation, and reporting
Supporting alignment with recognised international frameworks
The approach ensured both compliance and practical implementation.
The Impact
The organisation improved the accuracy and credibility of its emissions reporting, strengthening transparency and stakeholder confidence.
Alignment with certification frameworks enhanced regulatory readiness, while structured processes enabled more consistent and reliable climate disclosures.
Sustainability - Case Studies
Sustainability Reporting Integrity & Controls
Developed sustainability reporting strategies and control frameworks to enhance data integrity, ensure regulatory readiness, and support credible ESG disclosures, reducing exposure to greenwashing and greenhushing risks.
Key outcomes
Improved ESG data quality and consistency
Strengthened reporting controls and validation processes
Reduced exposure to greenwashing and greenhushing risks
The Opportunity
The organisation’s sustainability reporting relied on fragmented data sources and lacked robust validation processes. This increased the risk of inconsistent disclosures and potential exposure to greenwashing or underreporting.
A structured approach was required to ensure credible, consistent, and compliant ESG reporting.
Our Approach
We developed a comprehensive sustainability reporting strategy supported by strong control frameworks.
This included:
Defining reporting structures aligned with ESG standards (e.g. GRI, CSRD)
Establishing data governance and validation controls
Designing processes to ensure consistency across reporting cycles
Embedding accountability across functions contributing to ESG data
The framework ensured both reliability and regulatory alignment.
The Impact
The organisation achieved more consistent and reliable ESG disclosures, improving confidence among stakeholders and regulators.
Enhanced controls reduced the risk of misreporting, while structured processes supported ongoing compliance and strengthened overall reporting integrity.
Sustainability - Case Studies
Sustainability Strategy & Implementation
Advised organisations on implementing sustainability practices aligned with business strategy and operational goals, ensuring practical integration across functions and long-term value creation.
Key outcomes
Alignment between sustainability and business strategy
Improved integration of ESG practices across operations
Enhanced long-term value and performance alignment
The Opportunity
The organisation had defined sustainability objectives but faced challenges in translating them into actionable initiatives across business functions. This limited the impact of sustainability efforts and created gaps between strategy and execution.
There was a need to embed sustainability into core business processes and decision-making.
Our Approach
We supported the organisation in translating sustainability strategy into practical and measurable initiatives.
This included:
Aligning sustainability priorities with business objectives and operations
Defining implementation roadmaps and governance structures
Integrating ESG considerations into decision-making processes
Supporting change management across functions
The approach ensured sustainability was embedded rather than treated as a standalone initiative.
The Impact
The organisation achieved stronger alignment between sustainability objectives and business performance.
Sustainability practices became integrated into day-to-day operations, improving execution, accountability, and long-term value creation.
Governance - Case Studies
Enterprise Governance Framework Design
Designed governance structures to enhance decision-making, clarify accountability, and strengthen organisational oversight across business functions..
Key outcomes
Clear decision-making structures across the organisation
Defined roles, responsibilities, and accountability
Strengthened oversight and governance consistency
The Opportunity
The organisation operated with fragmented governance arrangements, where decision-making authority and accountability were not clearly defined across functions. This led to inefficiencies, inconsistent decisions, and limited visibility at senior management level.
There was a need to establish a structured governance framework to support strategic alignment and effective oversight.
Our Approach
We designed and implemented a comprehensive governance framework aligned with the organisation’s structure and strategic priorities.
This included:
Defining decision rights and accountability across business units
Establishing governance bodies and escalation protocols
Designing committee structures and reporting lines
Aligning governance processes with organisational objectives
The framework was tailored to ensure clarity, consistency, and scalability.
The Impact
The organisation achieved clearer and more consistent decision-making across functions, supported by well-defined accountability structures.
Senior management gained improved visibility and oversight, enabling more effective governance and alignment with strategic priorities.
Governance - Case Studies
Compliance & Control Environment Enhancement
Enhanced compliance frameworks and control environments to improve regulatory alignment, strengthen oversight, and ensure consistent application of policies across the organisation.
Key outcomes
Improved regulatory alignment and compliance consistency
Strengthened control environment across operations
Increased transparency and policy adherence
The Opportunity
The organisation faced increasing regulatory expectations, while existing compliance processes and controls were applied inconsistently across functions. This created risks related to non-compliance, control gaps, and lack of transparency.
A more structured and consistent approach was required to strengthen the control environment and ensure reliable policy implementation.
Our Approach
We assessed and enhanced the organisation’s compliance framework and control environment, aligning them with regulatory expectations and operational needs.
This included:
Reviewing existing policies, procedures, and control mechanisms
Identifying gaps in control design and implementation
Strengthening control processes and monitoring practices
Supporting consistent application of policies across business units
The approach focused on practicality, ensuring controls were both effective and sustainable.
The Impact
The organisation achieved a more consistent and reliable control environment, reducing exposure to compliance risks.
Improved oversight and clearer policy application enhanced transparency, while strengthened controls supported ongoing regulatory alignment and operational discipline.
Get in Touch
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