Risk management, compliance and auditing ceased to be a set of monitoring routines and became part of the board’s agenda.
For managers of medium-sized and large companies, the question is no longer whether these functions exist, but whether they interact with each other.
In this article, you will see how to structure compliance risk management and auditing with recognized frameworks, actionable indicators, and technology, even in the face of the challenges posed by artificial intelligence.
What is risk management, compliance and auditing in practice?
Compliance risk management and auditing is the system that connects three functions: identifying and prioritizing uncertainties that threaten objectives, ensuring compliance with internal laws, standards, and policies, and independently verifying that controls are working. Together, they support strategic decisions with evidence and traceability.
Each function answers a different question. The table below summarizes the division of roles.
| Function | Core question | Main delivery |
| Risk Management | What could compromise our goals? | Risk matrix, appetite and response plans |
| Compliance | Are we adhering to what we are required to comply with? | Policies, controls and regulatory monitoring |
| Internal audit | Do the controls actually work? | Independent opinion and recommendations |
Why does treating the three functions separately compromise the result?
The research Global GRC Benchmarking Survey 2025, At McKinsey, we surveyed 193 corporate leaders and concluded that for most companies, GRC is still an ongoing work in progress. In almost half of the institutions (47%), the compliance function is two levels below the CEO or more.
The same study shows that few companies link remuneration to risk or compliance metrics. Without incentive, the agenda loses momentum in decisions that truly drive the business.
When integration between compliance and risk management generates strategic value
Compliance and risk management generate value when they share a taxonomy, prioritization criteria, and action plans. Compliance translates obligations into controls; risks measure probability and impact on objectives. When integrated, they avoid low-priority controls and focus efforts and resources where exposure is greatest.
According to Nasdaq Global Compliance Survey 2025, The proportion of compliance professionals reporting to the Chief Risk Officer rose from 18% to 33% in one year.
Not all risks can be solved with a rule.
Risk management is crucial in classic article from the Harvard Business Review, Robert Kaplan and Anette Mikes warn that treating risk only as a matter of compliance is insufficient. The authors propose three categories, each with its own response.
| Category | Origin | Recommended approach |
| Avoidable risks | Internal flaws in conduct and process | Rules, controls, and a culture of integrity |
| Strategic risks | Intentionally hired to generate returns | Open dialogue and active management within the strategy |
| External risks | Events beyond the company's control | Scenarios, simulations and contingency plans |
The implication for executives is direct: compliance protects against the avoidable, but only risk management connected to strategy addresses the rest.
This is the point where the topic approaches regulatory risk management, increasingly required by sectoral standards.
How to structure frameworks and lines of defense
Governance architecture only supports integration when all areas speak the same language.
Without common references, each function adopts its own criteria and consolidating the data for the management board becomes a laborious task, difficult to audit and compare from one period to another.
Frameworks that support risk management, compliance and audit
The frameworks that support risk management, compliance and auditing are:
- ISO 31000 provides principles and processes for managing risks;
- COSO ERM integrates risks into strategy and performance;
- The IIA Three Lines Model separates responsibilities between management, support functions and internal audit;
- ISO 37301 structures compliance systems.
Combined, these frameworks form a coherent architecture, the choice of which depends on the context of the company.
ISO 31000 is flexible and adapts to changing environments. Meanwhile, COSO ERM It is more prescriptive and common in financial institutions and open companies.
How to divide responsibilities in the three-line model?
The Three Lines Model, published by the IIA in 2020, avoids overlap and gaps in responsibility. The table shows the most appropriate division:
| Line | Who acts | Responsibility |
| First line | Business and operational areas | Managing risks and implementing controls on a day-to-day basis |
| 2nd line | Risks, compliance, internal controls, information security | Methodologically guide, monitor and consolidate |
| 3rd line | Internal audit | Independently assess governance, risks, and controls |
Risk analysis, compliance and risk assessment: from mapping to treatment
The compliance risk analysis process begins with the relationship between obligations and objectives. It is not enough to list regulations; it is necessary to understand which breaches affect revenue, reputation, or the license to operate.
How to conduct the risk assessment?
The assessment begins with the identification of risks linked to the objectives, continues with the analysis of probability and impact, and ends with the prioritization against the risk appetite. Then, formal responses, controls, and responsible parties are defined, with continuous monitoring, periodic review of results, and documentation of evidence.
To deepen each phase, it is worth consulting the Three stages of risk assessment. A good compliance risk assessment distinguishes the inherent risk, before the controls, from the residual risk, after them.
Prioritization tools and response plan
The Risk matrix 4×4 It remains a central visual instrument. Its value, however, depends on calibrated criteria and continuous updating, rather than an annual portrait.
After prioritizing, the next step is risk mitigation plan, With responsibilities, deadlines and alerts.
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The role of internal audit in risk management, compliance and auditing
Internal auditing closes the control cycle: it is it that independently confirms whether what was designed by the risk management and compliance department actually works. Without this verification, the company relies on self-assessments and reports from the management itself, which tend to be optimistic.
In practice, risk-based auditing transforms the critical exposures in the map into a work scope, in three movements whose result is what reaches the board:
- Planning: the annual plan is based on priority risks and is approved by the audit committee;
- Tests and report: evaluates the design and effectiveness of the controls and classifies the findings by severity;
- Follow-up: verifies the implementation of the action plans, independently and in coordination with the second line.
For the work to be relevant, the annual plan needs to be guided by the most critical risks on the map, and not by historical routine. audit they allow planning, executing, and monitoring non-conformities in a single environment.
AI risk management and compliance: the new frontier of governance
Artificial intelligence has added a layer of complexity. Generative AI systems produce non-deterministic results, which requires human testing, monitoring, and supervision, and not just policies.
The research BCG and MIT Sloan Management Review, The study, completed in 2025 with 1,221 respondents, shows the discrepancy. Although 85% of the companies implement responsible AI programs, only 25% have fully mature structures.
Another fact is worth noting: 87% claim that the charging comes from internal entities, such as councils and clients, and only 7.5% from regulators. In other words, the management of AI risk and compliance cannot wait for regulation to be included in the agenda.
The six elements of a mature program, according to the study, can be adapted to your GRC structure:
- Inventory and risk assessment of all the AI systems in use;
- Robust governance, With a responsible executive and a multifunctional team;
- Different review based on risk, to avoid low-impact uses;
- Controls in the development cycle of software;
- Tests and evaluation by combining automation and human judgment;
- Monitoring and response plan to incidents.
Indicators and rituals that support governance
An effective dashboard combines two types of measurement. Outcome indicators show what has already occurred, such as recurring audit findings; trend indicators signal deterioration before the event, such as expired controls without testing.
In order for each indicator to generate decision-making, and not just reading, it is worth defining four attributes:
- Owner: a responsible person appointed by the result;
- Limit: the tolerance band associated with the approved risk appetite;
- Frequency: periodicity compatible with the speed of risk;
- Trigger: action and instance of scaling when the limit is broken.
With these defined attributes, the following table gathers five indicators that cover the three lines.
| Indicator | What it reveals |
| % of critical risks with an action plan within the deadline | Ability to execute the response |
| % of key controls tested during the period | Coverage of the second and third lines |
| Reoccurring audit findings | Effectiveness of corrections |
| Average time for resolving non-conformities | Agility in management |
| Risks above the approved appetite | Adherence to the strategy |
These indicators gain strength when they become part of the decision-making process. The content about Implementation plan of the strategy shows how to link initiatives, responsible parties, and follow-up rituals.
How technology supports risk management, compliance, and audit
Monitoring these indicators on a regular basis requires technology. Spreadsheets work well for small structures, but they do not consolidate risks, controls, audits, and action plans on a large scale. There is a lack of history, alerts, and traceability.
According to Gartner, GRC tools support the process of corporate risk management at all stages, from identification to reporting. The key is to choose a platform that connects this data to the strategy.
In this scenario, the solution is Risk Management da Actio brings together in a single environment the risk matrix, internal controls, self-assessments, control tests, audits, and action plans. In practice, this delivers four benefits:
- Consolidated vision: the indicators above come from a single base, and not from parallel spreadsheets;
- Traceability: Each risk, control and finding has a history, a responsible person and evidence;
- Timely follow-up: action plans and control tests are visible, with dates and owners;
- Decision with data: The management prioritizes risk based on appetite and each line operates with clarity.
Overall, compliance risk management and auditing deliver value when they function as a single system, supported by technology: risks prioritized by strategy, compliance translated into relevant controls, and audit validating effectiveness independently.
The path involves common frameworks, a clear division of roles, indicators accompanied by the committee, and technology that consolidates the information. In the face of AI, the same rigor must be extended to new systems and suppliers.
If your company is looking to break out of the fragmented model, learn about the solution from Actio Risk Management and structure a more secure governance that is integrated and connected to results.
