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August 26, 2024 - 10 min read
Project managers have a number of tools in their arsenal that can help them address potential challenges and obstacles. One such tool is the project risk register. But what is a risk register, how do you use one, and how can it keep your next project from being derailed?
We’ve created this guide to answer the above questions and help project managers handle risks better. This is part of our larger effort to give project managers the knowledge and tools they need to manage their projects successfully. In this guide, we’ll walk you through exactly what to include in your project risk register and provide details on when and how to build and maintain one for your next project.
A project risk register is a tool project managers use to track and monitor any risks that might impact their projects. Risk management is a vital component of project management because it’s how you proactively combat potential problems or setbacks.
Using a project risk register, also called a risk log, is an essential part of this risk management process.
The purpose of a project management risk register is to identify, log, and track potential project risks. A risk in project management is anything unexpected that could happen that would positively or negatively affect your project.
Any time someone identifies something that could impact your project, it should be assessed by the team and recorded in your risk register.
As Adriana Girdler, project management coach and founder of CornerStone Dynamics, reminds us :
A risk register is something that you should already have created from the beginning of the project so you can keep it in the back of your mind and ensure that you know how to handle those risks if and when they occur. Adriana Girdler, Founder, CornerStone Dynamics
You need a risk register because, as projects get larger, longer, and more complex, it becomes increasingly difficult to stay on top of everything. If risks aren’t tracked in a central location and reviewed regularly, something may be missed or forgotten.
A four-year field study examining risk management practices across 35 large projects in 17 high-technology companies found that about half of the risks went undetected until they had already impacted the projects.
Some risks may seem small or unlikely at first but have the potential to impact your project nonetheless. Examples of project risks can include:
Risk management is about identifying potential problems early so you can decide how to handle them. It also empowers you to track risks over time to see if and how they’re changing.
When a risk is first identified, you might consider it so unlikely that you don’t bother doing anything about it. But what if, as the project progresses, the risk becomes a lot more likely to occur? By tracking your risks, you can notice changes like this early enough to take action.
If you’re working on a very large, complex, or critical project, you may have a risk coordinator or risk manager on your team. In this scenario, it would be their job to create and maintain the risk register.
However, for most projects, responsibility for creating the risk register falls on the project manager.
This doesn’t mean the risk manager or project manager is responsible for identifying or taking action against all the risks. Everyone on the project team and anyone potentially impacted by the project’s success should help identify and assess risks.
For instance, the client or sponsor may be aware of a potential problem that no one on the project team knew about.
A risk register is essentially a table of project risks that allows you to track each identified risk and any vital information about it.
Standard columns included in a project risk register are:
According to the latest edition of the PMBOK® Guide , risk register can be created using several criteria:
These factors help assess the nature and severity of risks to effectively prioritize management efforts. To create a risk register, all you need to do is build a table with the columns covered above and start populating it with project risks.
Let’s go through a couple of the columns in more detail to help you determine how to fill them in:
Risk categories: The purpose of the categories is to help you sort risks to make it easier to monitor them and understand what they impact. You should customize these categories to your business and project. You may even choose to have columns for separate categories. For instance, you may want a column identifying what sprint might be impacted and another identifying what type of work (development, testing, etc.) will be impacted.
Probability and impact: There are two ways to assess risk: qualitative and quantitative. Qualitative is the simplest and most common form. With this approach, you generally assess probability and impact on a five-point scale such as very high, high, medium, low, and very low. Quantitative risk requires assigning numerical values. Instead of saying there could be a “high” impact, you need to define it in quantifiable terms, such as a four-week schedule delay or a 5% increase in cost.
Rating: If you’re using a qualitative risk assessment method, your rating is typically probability multiplied by impact. If the probability is high (4) and impact is medium (3), then your rating would be 12 (4 x 3). This method gives you a simple way to sort and prioritize risks quickly. Quantitative risk analysis isn’t quite as simple. It’s difficult to compare and rank a 60% chance of a two-week schedule delay with a 40% chance of a 10% increase in costs. To make this work, you’ll need to rate the schedule and budget impacts so they can be compared. For instance, you might consider a six-week delay and a 10% budget increase to both be a “very high impact” and assign them a “5.”
However you choose to track and assess risks, make sure the process is standardized across your project. If team members assess risks differently or fill out columns inconsistently, it makes it harder to view, track, and prioritize your project risks.
With Wrike, you can create blueprints and custom workflows for your team to ensure everyone follows the same path.
But wait! Before you start drawing up your risk register, you should be aware of the potential obstacles. Here are just a few:
Risk registers are dynamic tools that should evolve as the project progresses. Failing to update them regularly can result in the oversight of emerging risks and outdated responses to existing ones.
Imagine you have a long-term construction project. If the risk register isn’t updated to reflect changes such as new environmental regulations or changes in supplier reliability, the project could face delays or increased costs that weren’t anticipated, leading to overruns.
To avoid this, you should have a structured schedule for updating the risk register, ideally aligning with project milestones or weekly team meetings.
Managers often focus on more dramatic or immediate risks, potentially missing out on the cumulative effect of smaller, more frequent issues.
For instance, in software development projects, small risks like minor bugs in code seem manageable individually but can collectively lead to major functionality issues or user dissatisfaction if they are not tracked and addressed.
How do you fix this? Encourage team members to report all potential risks, not just the major ones.
Without prioritizing risks based on their potential impact and likelihood, resources may be misallocated, focusing too much attention on less critical issues.
For example, a technology firm may face various risks, from data breaches to supplier delays. Without clear prioritization, the firm might spend excessive resources safeguarding against unlikely data breaches while neglecting more probable risks like delays, which could directly impact client deliverables.
To counteract this, use a quantifiable method to assess and prioritize risks. A risk matrix , for example, will help you evaluate each risk’s impact and probability.
A risk register with poorly defined risk descriptions is a no-no.
If a project risk is listed as “potential project delay,” this does not provide enough information for effective action. However, specifying “potential delay due to critical component shortage from supplier X” gives clear direction for mitigation efforts.
Train team members on how to write clear, actionable risk descriptions. Include examples and templates in risk management training sessions to standardize the quality of entries in the risk register.
Risks in a project do not exist in isolation; they often influence one another.
For example, in an infrastructure project, a delay due to bad weather might also affect the availability of the workforce, which in turn could delay subsequent phases of the project, like installations or inspections.
Use risk mapping tools to visualize and understand how different risks relate. Regularly review these connections and adjust the risk register and mitigation plans to reflect the interdependent nature of project risks.
So, now you’re aware of the best practices. However, maintaining a risk register can still be a complex process. Here’s how to navigate the most common challenges:
Tricky stakeholders? It wouldn’t be the first time! Stakeholder management is a skill that’s definitely worth your while honing. Here’s how you can use a risk register to communicate project updates effectively to stakeholders:
Example 1: Machinery breakdown leading to production stop
Example 2: Machinery breakdown causing production delays
These examples are visually represented in the risk register table below. This simple risk register example will help you create a risk log for your next project.
Case study: u.s. border patrol.
The U.S. Border Patrol facilities and tactical infrastructure project is a true example of how comprehensive a risk register needs to be to effectively manage large-scale infrastructure projects.
The risk register for this project categorized risks into several key areas, including construction, contractor performance, design, environmental issues, external entity compliance, latent conditions, real estate, and project scope.
Each risk was defined specifically to ensure measurable and actionable mitigation strategies. For example, the risk of flood conditions during construction was mitigated by requiring the contractor to ensure levee or wall protection within 48 hours of the government’s notification.
Kempston Town Centre was a project designed by Bedford Borough Council to boost the local economy by upgrading infrastructure and public areas. At its inception, the project team outlined a clear risk management strategy, including establishing a risk register. The project manager, responsible for overseeing the risk management process, ensured that the risk register was regularly updated to reflect the evolving nature of the project.
The team held meetings to talk about risks at important times during the project:
These meetings were important for everyone to stay on the same page and keep the risk register relevant. Early on, the team noted risks like design errors or delays. With the risk register, they could adjust their plans in time to avoid slowdowns.
The register also helped the team foresee issues like delays from suppliers. They planned for these by having backup suppliers ready.
Did you know that you can build, update, maintain, and share your risk register right in your project management software ? Thanks to Wrike’s custom fields, it’s easy to create and modify your register to reflect exactly what columns and categories you need to track.
Plus, you can easily share it with your team and other stakeholders to get their input. You can also incorporate it into your reports and dashboards , so risks are always top of mind and nothing important gets overlooked.
Information overload? We’ve got you — just remember these key points from the article:
Ready to build your first risk register? Start your free trial of Wrike today.
Occasionally we write blog posts where multiple people contribute. Since our idea of having a gladiator arena where contributors would fight to the death to win total authorship wasn’t approved by HR, this was the compromise.
Project risk identification is not just for enterprises but a practice that should sit at the core of any business’s modus operandi.
When things veer off track, does your organization have a backup plan? If not, you need to check out Wrike’s guide to creating a risk management framework.
Here’s how to use Gantt charts to manage risks for smoother project execution.
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Industry Advice Management
A project manager has many responsibilities within their organization, all of which revolve around initiating, planning, executing, monitoring, and controlling projects that deliver on various strategic goals.
While each of these discrete steps in the project life cycle is critical in its own right, the planning phase is perhaps the most impactful in how it can determine the success—or failure—of all of the phases that come after it. It’s for this reason that project managers are responsible for creating various plans for the projects they helm.
While the project plan is often considered the most important of these plans, it is not the only one. A number of subsidiary plans are also recommended and, in many cases, required.
The risk management plan is one of the most crucial of these subsidiary plans, as it forces the project manager to plan for potential disruptions and opportunities the project may encounter. Below, we define what “risk” means in terms of project management, take a look at what the risk management plan actually is, and walk through steps you can follow to create a risk management plan for your next project.
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When it comes to project management, the term “ risk ” specifically refers to factors or events which might influence the final outcome of the project.
Some of the most common project risks are those which impact a project’s constraints . This includes the triple constraint of a project’s cost or budget, its timeline or schedule, and its scope—all of which can affect the final quality or performance of the project. Yet there are many other kinds of risk that project managers should be aware of, as well, and the risk management plan is used to identify each of these potential disruptors.
While risk is often assumed to be a negative, it is important to note that project risk can also occasionally be positive, depending on how the event impacts the project.
For Example: Consider a project that is heavily dependent upon the price of oil. In creating their project’s budget, the project manager would likely look to oil’s historical prices, and use those figures to forecast the project’s budget. If the cost of oil were to suddenly and unexpectedly drop, however (as it did during the depths of the Coronavirus lockdowns ), then the project would likely come in under budget. This is technically a positive risk, because it is an event which led to a positive outcome for the project.
Project manager’s should aim to understand not only the negative risks which might impact their project, but the positive risks as well, says Connie Emerson , assistant teaching professor for Northeastern’s Master of Science in Project Management program.
She explains that by understanding those potential positive events, project managers can take steps to increase the probability of them occurring so that the project can take advantage of that and realize the benefits.
A risk management plan is a subsidiary plan which is usually created in tandem with a project plan. This plan outlines the approach for how the project team is going to conduct risk work , or those tasks related to project risk.
“By creating a risk management plan, you are seeking to understand how you are rating risks, how much risk your stakeholders will tolerate, how you will pay for risks in the event they become a reality, and more,” Emerson says. “So it’s critical to have conversations about your general approach, as a team, to risk work and also making sure that your key stakeholders agree.”
Emerson notes that it’s important for project managers to understand that, while some individuals will use the terms interchangeably, the risk management plan and the risk register are in fact separate documents, though they are related and each is important to the success of the project.
While the risk management plan outlines your team’s risk management process and approach to handling risk work, Emerson says that “the risk register is your list of risks, your analysis of those risks, and what you are planning to do about them.”
Emerson goes on to note that while you might apply your risk management plan to several different projects, the risk register should be tailored to the specifics of a given project.
1. define your approach through the risk management plan..
The first step in creating a risk management plan is to outline the methods that you and your team will use to identify, analyze, and prioritize risk. You should aim to answer the following questions:
You should also determine how you will communicate with key stakeholders about risk, as well as how you will respond to risk if and when it materializes.
Emerson notes that this is also the point in the process where you should identify the key stakeholders for your project and work to measure their levels of risk tolerance. Just as an investment advisor should tailor their investment strategy to the risk tolerance of their clients, a project manager should tailor their risk management strategy to the risk tolerance of their project’s stakeholders.
Once you have answered all of the questions above, crafted a risk strategy, and codified it in your risk management plan, you will then use that methodology to create a risk register for the project you are currently working on.
While it’s important to be thorough in creating your risk register, Emerson notes that perfection can sometimes be the enemy of progress. Instead of viewing risk work as an item which must be crossed off of a checklist before a project can begin, Emerson recommends that project managers view it as an ongoing, iterative process.
“You don’t just create your risk register and then be done with it,” Emerson says. “It’s something you actively manage and modify throughout your project. This keeps you agile, while also allowing the project to actually begin. If you approach your risk register like something that must be exhaustive before the project can kick off, you’ll be doing risk work forever, and the project will never get done.”
The next step is to actually go about identifying risk events for your project, which will form the basis for your project’s risk register.
“Ask yourself: What are the risks?” Emerson says. “Some people might say, ‘Well, we might miss a date, and that’s a risk.’ But that’s not really a risk. That’s an impact of a risk. So why might we miss the date? What’s the root cause for that impact? If you can understand the root cause that drives a risk event, it’s possible to preempt it before it becomes an issue.”
Emerson notes that it is important not just to think about potential risks, but also the impact that risk might have on the project.
“When I’m writing my risk statements, I’m usually thinking: Because of X [event], Y [risk] might occur, causing a Z [impact],” she says.
It’s important at this stage to also review your list of potential risks with other members of your team, key stakeholders, key vendors and suppliers, and even subject matter experts who aren’t a part of your team. Each of these individuals will bring their own point of view to the challenge of identifying risk, which can ensure that you haven’t missed anything with the potential to affect your project.
Once you have built out a thorough list of all of the risks associated with your project, the next step would be to analyze those risks.
“There are lots of ways to analyze risk, both qualitatively and quantitatively,” Emerson says. “For many companies, qualitative analysis is enough because you’re just trying to decide if you need to actively do something about a risk, or if you can just keep an eye on it.”
Exactly how you analyze your project risks will be dependent on the situation you find yourself in. Emerson notes that many organizations will grade risks based on probability and impact, and use those two scores to determine which risks warrant the most effort to control. Those risks which score high on both probability and impact are logically often prioritized in risk management plans, while those that score low on both probability and impact are deprioritized.
Using this understanding, you might then assign each member of your team one or several risks which they are responsible for monitoring and assessing throughout the course of your project.
Armed with your prioritized list of risks, it is now possible to plan the responsive action that you will take in the event that a risk becomes a reality.
“It’s a matter of using that analysis to guide what you do about the risk and trying to match your response to the risk,” Emerson says. “If it’s a little risk, you don’t want to spend millions of dollars dealing with it. At the same time, you don’t want to under-prepare either.”
Emerson notes that while risk work may seem reactive, a skilled project manager will be proactive in recognizing and minimizing risks before they become an active issue capable of derailing a project.
Once you’ve identified your risks, prioritized them, and planned your response, the final step is to monitor your risk throughout the course of the project, says Emerson. Keep your risk register up to date, adding or removing risk events as necessary as the project unfolds.
Additionally, after a project is completed, revisit your risk management plan and ask yourself: What worked? What didn’t? Is there anything that you can learn from the project that will allow you to adjust your risk management strategy to avoid similar issues in the future?
Emerson goes on to explain that if a risk event occurs, pay attention to it. Identify what happened, how you responded to it, how it impacted the project, etc. All of these insights can make you more effective at risk management in future projects.
All projects will contain at least some level of risk. While a project manager cannot possibly prevent all risk events from occurring, it is the project manager’s duty to identify and plan for risk when possible. As such, risk management is a crucial skill for any current or aspiring project manager to develop.
It’s for this reason that the Master of Science in Project Management at Northeastern emphasizes risk management as a central piece of the core curriculum required to complete the degree. Paired with courses on project scope management, project quality management, and project scheduling and cost planning, the program aims to train students who will graduate ready to immediately put their education into action managing projects.
To learn how a master’s degree in project management can help advance your career, download our free guide to breaking into the industry below.
About scott w. o'connor, related articles.
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Employers will need to fill 2.2 million new project-oriented roles each year through 2027. (PMI, 2017)
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Guidance on risk management for Science and Technology Facilities Council (STFC) research projects.
Project risk management guidance (PDF)
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An outline of principles and steps used in the STFC risk management process, and guidance to using a risk index.
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One key item on a risk register is the action plan that you’ll take to manage the risk. For example, you might have some tasks to do to mitigate against the risk happening, or you might have some contractual negotiations to do if you plan to transfer the risk to another party.
These items need planning, just like any other project task. So your risk register serves as a place to ‘find’ additional actions that need to go on your main project schedule. All project tasks take work, and you may have to reorganize your team members’ priorities in order to get these risk management actions done in a timely manner. You’ll get a complete picture of their workload if you include the risk management tasks in your resource plans and project schedule.
Which risks are likely to have the biggest impact on your project? If you don’t know this already, your risk register can help. With all the risks captured in one place, you can easily go through them and establish which has the largest impact. This will help you schedule your risk management actions, as you can put the most resources on managing the biggest risks.
It also helps with your reporting – project sponsors aren’t going to want to read about 120 different risks every month, but they will want to know the latest status of the top 5.
Have you factored the cost of managing project risk into your project budget? Many project managers don’t, and then when they come to implement their risk management action plans, find that they don’t have the money to carry out the required tasks. The project team will have to work additional hours on these tasks, and some of your risk management items may incur additional costs, like the legal fees for negotiating insurance contracts for risk transference. Many mitigating actions will also cost money as you put your ‘Plan B’ in place, just in case.
These costs should all be added to your project budget. It’s likely that you won’t know what you want to do about all the risks (and you probably won’t know about all the risks, either) when the project starts, so make sure that you have some budget allocation for risk management activities.
If you don’t have the funds to manage all the risks in the way you planned, you’ll have to prioritize, so go back to your risk register log to work out how to spread the budget between the highest priority risks. There’s no point spending lots of money on a risk that isn’t really a great worry!
The risk register also includes the name of the person who owns the risk. This is a separate field, and the risk owner is normally someone from the project team who is taking responsibility for seeing through the action plan related to that risk. They will most likely work with others to complete the risk management activities, but for the purposes of ownership and reporting, they are your main contact.
Having this documented in the risk register is a good way to ensure that people know they are responsible and are prepared to step up and see that the work is carried out. Try to spread the responsibility around so that subject matter experts become responsible for risks in their field of expertise, otherwise you’ll end up managing them all and that will become very difficult.
Convinced about the value of a risk register? I hope so! If you don’t already have a risk register on your project, now is the time to set one up. If you do have a risk register, when was the last time you dusted it off and updated it? Check that every risk has a priority and an owner, and check that the actions are costed, included in your budget and noted on your project schedule. Then you’ll be prepared for whatever comes you way!
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By Kate Eby | September 20, 2018
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This article provides free, customizable risk register templates and forms in Excel, Word, and PDF formats. Learn what to include and how to identify and track risk to ensure successful project completion.
Download Simple Safety Risk Register Template - Excel
Use this basic risk register template to evaluate safety risks, calculate the priority based on probability and potential impact, make notes on mitigation strategies, and assign the risk to a team member.
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Download Simple Business Risk Register Template
Excel | Smartsheet
Use this basic risk register template to evaluate risks to your business, calculate the priority based on probability and potential impact, make notes on mitigation strategies, and assign it to a team member to manage.
Download Risk Register Template
Excel | Word | PDF | Smartsheet
Use this preformatted, customizable risk register template to create a targeted action plan to identify and mitigate risks as they arise. With space to document risk descriptions, risk owners, triggers, probability, and response plan, you can easily create a strategic plan before a project’s timelines, budgets, or resources are derailed.
Download Project Risk Register Template
Use this project risk register template as a master document to outline all potential project risks.The template includes spaces for risk category, identification date, potential project impacts, and possible mitigation strategies. Similar to the risk register template, you can leverage this comprehensive template to detail the risks involved with every phase of your project and update it regularly to maintain visibility with team members and key stakeholders. Easily identify and mitigate risks associated with your projects before they seriously impact your deadlines — and your bottom line — with this customizable template.
Download Data Risk Register Template - Excel
Keeping data accessible and relevant is a priority for nearly every company today. Use this template to follow risks to your data, including data compliance, data corruption, and loss of data due to failures.
For data security-related risk tracking, check out the Data Protection Risk Register template below.
Download Agile Risk Register Template - Excel
The Agile methodology presents a unique set of challenges, due to its short cycles and self-organizing, cross-functional nature. Agile has its roots in software development and information technology — use this template to track risks during the Agile process.
Download Internal Audit Risk Register Template - Excel
An auditor can use this template to evaluate a department by categorizing and tracking the risks, creating a list of root causes, and determining the likely time frame of the onset of the risk.
Download Corporate Risk Register Template - Excel
For company-level risk assessment, use this free template to keep track of pre and post-mitigation impacts, the processes and documents connected to each risk, and track the risks until they are closed.
Download Tax Risk Register Template - Excel
Use this tax risk register to manage risks related to taxation, including information on the type of risk, the time frame for onset, how the risk will be monitored, and any documents or processes related to the risk.
Download Strategic Risk Register fo Schools Template - Excel
In an educational environment, risk tracking needs to keep on top of the affected processes, as well as the steps within those processes. Use this template in a school situation, and manage the opening and closing dates for each risk.
Download Construction Risk Register Template
Excel | Word | PDF
This template focuses on risks associated with construction projects, and can help you to identify risks before they arise, describe possible consequences, and propose risk treatment plans in an effort to eliminate project delays. Use this premade template to describe possible risks and organize them into appropriate categories, like climate, traffic and transport, and nature conservation. Pinpoint risk ratings based on the likelihood and consequences of each risk, and assign specific team members risk action plans to create.
Download Risk Register Template for Banks
This risk register template for banks works to assess and mitigate risks in the banking industry. Use this downloadable template to create a proactive plan to identify and assuage risks and their negative impacts on banking projects, like inspection or audit issues. Prepare and update this template with potential risk activities, contingency plans, risk impact timelines, and more to keep your banking projects and day-to-day activities on track and on time.
Download Operational Risk Register Template - Excel
In an operational environment, both new and ongoing risks need to be addressed. Use this template to track both kinds of risks for your operations, and record how the impact of ongoing issues changes after you implement mitigation strategies or controls.
Download Data Protection Register Template - Excel
Risks to data can come from external or internal sources — they may be one-time events or ongoing problems. Use this data protection risk register template to keep track of the issues that can arise while working to comply with changing data protection mandates and regulations.
Download Human Resources Risk Register Template - Excel
Because the human resources department has so many areas of responsibility, risks in HR can be separated into several different categories. Download this HR risk register template to manage risks and divide them into overarching categories in order to better manage them.
Download OHS Risk Register Template
This occupational health and safety (OHS) risk register template targets the understanding, possible causes, and mitigation strategies involved with any foreseeable health risks and hazards associated with a project. Completing an OHS risk register is a legal requirement for all projects that have the potential to impact any person’s health or wellbeing, — use this template to assess any hazards in a workplace, the seriousness of the hazard, and any control factors or features that should be put in place to prevent this hazard from harming anyone involved. Prepare this preformatted template to keep hazards in your workplace at bay and prevent legal or safety issues in the future.
Download ISO Register Template - Excel
The International Standards Organization (ISO) is a consortium of standards organizations from around the world that create quality standards. Risk assessment is part of the process to qualify for and maintain ISO certification. Use this template when assessing risks processes as part of your ISO certification.
Download Clinical Register Template - Excel
The healthcare industry is covered by numerous regulatory bodies, so risk assessment needs to track any laws or regulations that cover changes made in response to identified risks. Mark risks in this template as ongoing or one-time, and each risk can include required resources and actions to stay in compliance with regulations.
A risk register is a brief yet informational document that includes many key components that help businesses and individuals identify, assess, and mitigate any risks associated with projects at each phase, from start to finish. These components include the following:
You can include additional components in your risk register as well, such as residual risk, action progress, response effectiveness rating, and threat responses. Often, the risk register is included in a project’s work breakdown structure , a tool that visually breaks down a project into separate deliverables and individual components needed to complete the work. Doing so helps teams gain the most comprehensive sense of what the project entails and how to complete it.
Using a risk register adds structure and consistency to the project risk management process by having a readily-available document that targets each individual risk before it occurs. Both the Project Management Body of Knowledge (PMBOK) and Prince2 state that a risk register template is a key component of any successful project. Additionally, you can review risks at the end of each phase of a project lifecycle and assess how well each risk was handled or how proposed remedies aided in the control of the specific risk.
You should incorporate a risk register at the beginning stages of the project planning process. When updated regularly and shared with team members, a risk register serves as a useful tool to manage and reduce the risks associated with any given project.
Additionally, using a risk register during business planning can help you to do the following:
Although risk register templates are extremely useful for project owners as they work to identify risks and combat them, there are some downfalls in preplanning for risks so meticulously. Sometimes, doing so can lead to ritualistic decision making and give a false illusion of control over situations. However, not all risks can be foreseen, which can lead to a fallacy of concreteness in project plans. Keep an open mind to ensure these downfalls don’t plague your projects, even as you begin to identify and solve risks before they arise.
As you create your risk register template for your project, keep these tips in mind to create the most effective, comprehensive documentation of risks.
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August 21, 2024
Many risks associated with AI use — from biased opinions to machine language ‘hallucinations’ that produce incorrect information — are widely known in tech communities. There are also economic risks to human jobs, concerns over privacy and security, and misuse that worry the public. But many other threats are specific to certain programs or to niche applications. Software developers have different concerns than policymakers, environmentalists, or business leaders, for instance.
A new MIT FutureTech project reviewed 43 AI frameworks produced by research, industry and government organizations; they identified 777 risks in total. These risks are outlined in the recently published AI Risk Repository .
The repository includes a risk database linking each risk to the source information (paper title, authors) and supporting evidence, such as quotes and page numbers.
It also includes two taxonomies that can help users search the identified risks. The domain taxonomy classifies specific risks into seven categories, such as misinformation, and 23 subdomains. Together, the resources can support those working toward AI regulations, risk assessment, research, and organizational risk policy.
“Many organizations are still pretty early in the process of adopting AI,” and they need guidance on the possible perils, says Neil Thompson, a research scientist at MIT and research lead at the MIT Initiative on the Digital Economy (IDE), who is involved with the project.
Peter Slattery, project lead and a researcher at MIT’s FutureTech group, says the database highlights the fact that some AI risks get more attention than others. More than 70% of frameworks mention privacy and security issues, for example, but only around 40% refer to misinformation. AI system safety, failures and limitations were covered in 76% of documents, while some risk subdomains are relatively underexplored, such as AI welfare and rights (<1% of risks).
Slattery offered more details about the project in an interview with Paula Klein, Editorial Content Manager at the IDE.
IDE: In addition to education about AI risk, what is the ultimate goal that you hope to achieve with this project?
Slattery : We created the AI Risk Repository for three reasons. First, to provide an overview for people who are new to the field. Second, to make it easier for people already working on AI risks in policy and practice to see the overlap and disconnects among all of the work taking place. Third, we want to use it for our own research to understand how organizations are responding to AI risks.
When we reached out to people working in related areas, for instance on AI risk evaluations and policy, we realized they faced similar challenges because of the lack of a comprehensive compilation of research.
IDE: Can the risks you cite actually be reduced or avoided once they are specified in this way? Can you give an example?
Slattery : By identifying and categorizing risks, we hope that those developing or deploying AI will think ahead and make choices that address or reduce potential exposure before they are deployed. For example, consider the risk subdomain of “AI system security vulnerabilities and attacks.”
If organizations are aware of these issues, they can proactively address these potential problems, for instance, by implementing security protocols or using penetration testing.
IDE: What were your key findings and who is the repository aimed at?
Slattery : We used approaches that we developed from two existing frameworks to categorize each risk by cause (e.g., when or why it occurs), risk domain (e.g., “Misinformation”), and risk subdomain (e.g., “False or misleading information”).
As shown in Table C,
most of the risks (51%) were caused by AI systems rather than humans (34%), and were found after the AI model was trained and deployed (65%) rather than before (10%).
As shown in Table D, we found significant differences in how frequently our risk domains and subdomains were discussed in the frameworks we included. Some risks were very widely discussed, while others were only mentioned in a handful of documents.
The key finding from our analysis is that there are significant gaps in existing risk frameworks, with the average framework covering only 34% of the identified risk subdomains and even the most significant frameworks covering only 70%.
The fragmentation of the risk literature should give us pause. We are potentially in a situation where many may believe they’ve grasped the full picture after consulting one or two sources, when in reality they’re navigating AI with significant blind spots.
This underscores the need to actively identify and reduce gaps in our knowledge, to ensure we don’t overlook crucial threats.
Our project is aimed at a broad, global audience including policymakers, researchers, industry professionals, and AI safety experts. We want them to understand that the current landscape of risks is relatively fractured, and have a better way forward. We expect that what we have produced will need some modification before it is useful for most audiences, but we hope that it provides a solid foundation.
IDE: What was most surprising? Was the scope or number of risks unexpected?
Slattery : I didn’t expect to see so much diversity across the frameworks. I was also surprised that certain risks, such as “AI welfare and rights” (2%), “pollution of information ecosystem and loss of consensus reality” (12%), and “competitive dynamics” (12%), were so infrequently mentioned.
I was less surprised that we found more than 700 risks because I knew that there was a lot of attention being paid to this area. However, these risks didn’t overlap as much as I had expected.
IDE: What has been the response so far?
Slattery : Very positive. We have received supportive engagement and useful feedback from many different stakeholders in academia, industry, and policy circles. In less than a week, over 35,000 people have used the website and over 6,000 have viewed our explainer video on YouTube . There clearly seems to be widespread interest in understanding and reducing the risks from AI, and a lot of people therefore value the repository. However, we know there are many more resources to be added and improvements to make.
A comprehensive living database of over 700 ai risks categorized by their cause and risk domain., what is the ai risk repository.
The AI Risk Repository has three parts:
The AI Risk Repository provides:
The AI Risk Database links each risk to the source information (paper title, authors), supporting evidence (quotes, page numbers), and to our Causal and Domain Taxonomies. You can copy it on Google Sheets , or OneDrive . Watch our explainer video below.
Search below if you want to explore the risks extracted into our database. This search looks for exact text matches in one field: "Description". It returns information for four fields: "QuickRef", "Risk category", "Risk subcategory", and "Description". For example, try searching for "privacy" to see all risk descriptions which mention this term.
The Causal Taxonomy of AI risks classifies how, when, and why an AI risk occurs. You can explore the taxonomy (to three levels of depth) in the interactive figure below. Read our preprint for more detail.
Search below if you want to explore how we group risks by cause in our database. This search looks for exact text matches in three fields: "Entity", "Intention" and "Timing". It returns information for seven fields: "QuickRef", "Risk category", "Risk subcategory", "Description", "Entity", "Intent", and "Timing". For instance, try searching for "Pre-deployment" to see all risks of this category.
The Domain Taxonomy of AI Risks classifies risks from AI into seven domains and 23 subdomains. You can explore the taxonomy (to four levels of depth) in the interactive figure below. Read our preprint for more detail.
Search below if you want to explore how we group risks by domain. This search looks for exact text matches in two fields: "Domain" and "Subdomain". It returns information for six fields: "QuickRef", "Risk category", "Risk subcategory", "Description", "Domain" and "Subdomain". For instance, try searching for "Misinformation" to see all risks categorized in this domain.
We provide examples of use cases for some key audiences below.
Feedback and useful input: Anka Reuel, Michael Aird, Greg Sadler, Matthjis Maas, Shahar Avin, Taniel Yusef, Elizabeth Cooper, Dane Sherburn, Noemi Dreksler, Uma Kalkar, CSER, GovAI, Nathan Sherburn, Andrew Lucas, Jacinto Estima, Kevin Klyman, Bernd W. Wirtz, Andrew Critch, Lambert Hogenhout, Zhexin Zhang, Ian Eisenberg, Stuart Russel, and Samuel Salzer .
Read our preprint, and copy and use our database, follow mit futuretech on social media for updates.
COMMENTS
These are the 20 common project risks which we have included in the risk register along with suggested mitigating actions and contingency actions. Project purpose and need is not well-defined. Project design and deliverable definition is incomplete. Project schedule is not clearly defined or understood. No control over staff priorities.
A risk register can do just that. A risk register is an important component of any successful risk management process and helps mitigate potential project delays that could arise. A risk register is shared with project stakeholders to ensure information is stored in one accessible place. Since it's usually up to project managers (we're ...
A risk register is a project management tool for evaluating, prioritizing, and addressing risks to projects across your business. It serves as a central repository for identifying risks so project managers and teams can effectively track and mitigate them. Understanding risks and their implications and priorities can help streamline workflows ...
ClickUp's Research Project Risk Register template is designed to help you effectively manage and mitigate risks throughout your research projects. Here are the main elements of this template: Custom Statuses: Keep track of the progress and status of each risk with 9 customizable statuses, including Occurred, Mitigated, and Active.
Download Excel File. A risk register is the first step in project risk management, and it's an important part of any risk management framework. It helps project managers list risks, their priority level, mitigation strategies and the risk owner so everybody on the project team knows how to respond to project risk.
Your risk register is the primary tool you will use to track and report project risks to stakeholders. 3. Gather qualitative data about each risk in your risk register. Qualitative project risk data can include your risk identification, risk description, and some or all elements of your risk analysis.
To create a project risk register, follow six basic steps: gather relevant past documents, gather input, enter potential risks into the risk register, prioritize risks based on risk score, assign an owner to each risk, and continually update the register. Creating a risk register is an important early part of project risk analysis.
A project risk assessment is a formal effort to identify and analyze risks that a project faces. First, teams identify all possible project risks. Next, they determine the likelihood and potential impact of each risk. During a project risk assessment, teams analyze both positive and negative risks. Negative risks are events that can derail a ...
Risk Identification: The team brainstorms and performs research, then creates a list of possible risks to the project. Risk Evaluation: ... An early important step in project risk analysis is for the project team to create a project risk register. We've provided examples of project risk registers and a blank version you can modify in our ...
A risk register template is a reusable guide that helps you track and address potential risks within a project. It outlines key information you should document in order to track each risk—like its priority and the likelihood of it happening. In addition, your template lays out each step you should take to address potential setbacks before ...
A risk register is used to identify, log, and track potential project risks. The responsibility for the risk register usually falls on the project manager. Risk registers include standard columns such as identification numbers, risk categories, probability of risk, impact of risk, ratings, and more.
corporate or project risk register. Board . wants to know how these 10 risks affect the . ... This guide is about implementing the most current risk analysis research into the business processes ...
6. Monitor and adjust accordingly. Once you've identified your risks, prioritized them, and planned your response, the final step is to monitor your risk throughout the course of the project, says Emerson. Keep your risk register up to date, adding or removing risk events as necessary as the project unfolds.
ISBN:978-1-933890-38-8 Published by: Project Management Institute, Inc. 14 Campus Boulevard Newtown Square, Pennsylvania 19073-3299 USA. Phone:+610-356-4600
The aim of the current research is to examine publicly available project risk registers to find correlations between the project management theory, especially project risk management, and ...
The article describes the research on 30 risk registers. The aim of the study is to assess the compliance of the publicly (in the Internet) available project risk registers with the description of ... PM World Journal Project Risk Register Analysis and Practical Conclusions Vol. IV, Issue VI - June 2015 by Juris Uzulāns
An outline of principles and steps used in the STFC risk management process, and guidance to using a risk index. This is the website for UKRI: our seven research councils, Research England and Innovate UK. Let us know if you have feedback or would like to help improve our online products and services. Our councils. AHRC.
Project managers often use risk registers to record and track risk. We gather the best real-world examples of registers for project management, software, construction, IT, and more. Included in this article, you'll find a risk register example for project management, construction, I T and software, engineering , and more.
USING RISK REGISTER IN RESEARCH PROJECTS. July 2016. DOI: 10.21125/edulearn.2016.0793. Conference: International Conference on Education and New Learning Technologies. Authors: Dorota Kuchta ...
Here are 4 reasons why your project needs an up-to-date risk register (or risk log). What You Will Learn [ hide] 1 It helps you plan. 2 It helps you get your priorities right. 3 It helps you prepare your budget. 4 It helps you get ownership for action plans.
This document appears to be a project risk register template for Glasgow Caledonian University. The template includes sections to identify specific risks to a project by number, describe each risk, and assess the gross and residual risk level for each using a scoring matrix from 1 to 16 based on impact and likelihood. It also includes sections to describe mitigation actions, early warning ...
Step 5: Create Risk Registers within the Projects. A risk register is a collection of risks that you can view. A risk register can be based on a project, in which case the register contains all of the risks in that project. However, it is also possible to create registers based on a filter. This is most commonly done in order to provide a multi ...
Using a risk register adds structure and consistency to the project risk management process by having a readily-available document that targets each individual risk before it occurs. Both the Project Management Body of Knowledge (PMBOK) and Prince2 state that a risk register template is a key component of any successful project. Additionally ...
Abstract. Risk identification is a challenging process in the management of project risks. Most project managers tend to spend less time in identifying risks and more time in risk mitigation ...
It also includes two taxonomies that can help users search the identified risks. The domain taxonomy classifies specific risks into seven categories, such as misinformation, and 23 subdomains. Together, the resources can support those working toward AI regulations, risk assessment, research, and organizational risk policy.
The AI Risk Repository has three parts: The AI Risk Database captures 700+ risks extracted from 43 existing frameworks, with quotes and page numbers.; The Causal Taxonomy of AI Risks classifies how, when, and why these risks occur.; The Domain Taxonomy of AI Risks classifies these risks into seven domains (e.g., "Misinformation") and 23 subdomains (e.g., "False or misleading information").
Help your teams easily collaborate across projects and applications with automated review and approval capabilities, AI-assisted brand checks, and cross-team access to project details and resources. Deliver on-time, on-budget, and on-brand work with digital proofing and automated multi-stage approval workflows.