风险管理可能很紧张.
If you’ve found yourself spread thin in your role as a risk manager, you’re not 独自一人.
With heightening regulatory complexity and ever-evolving digital threats, risk management has become a monumental task for any 组织，更不用说任何单独的风险管理者了.
To keep pace with growing risk and compliance demands without crossing into burnout territory, you need a modern approach to risk 而人工智能可以提供帮助.
风险管理中的人工智能:一个不断增长的趋势
从ChatGPT到Midjourney, artificial intelligence (AI) has taken centre stage across many industries.
While the creative applications of AI are well-explored, this innovative technology presents numerous advantages beyond the creative 独自一人.
For the risk management sector, 人工智能可以 build a true competitive edge and simplify workflows in 2024.
根据… 穆迪分析调查 of 550 compliance and risk management leaders, 70% of these leaders believe AI will have a transformative impact on their functions over the 未来五年. 另有90%的人表达了整合的兴趣 AI工具.
风险管理人员将从人工智能中获得许多强大的好处. 作为你的 organisation strives to achieve greater goals this year, leveraging AI is a great way to help you reduce your workload and achieve more in 2024.
人工智能简化风险管理工作的3种方法
Can AI change how you approach your responsibilities as a risk manager?
是的，可以.
AI’s many capabilities can simplify your risk management process, 减少您和您的团队的手工负担.
以下是人工智能对风险管理者有利的3个方面:
1. 自动化您的风险周期管理过程
Automation is the name of the game when it comes to optimising risk 周期管理. 有了先进的人工智能工具，你可以自动化你的内部工作 风险周期管理流程:
- 数据聚合: 人工智能系统可以 automatically collect, aggregate, and organise vast amounts of data from various sources, including both structured and unstructured data.
- 模式识别: 人工智能算法 excel at analysing large datasets quickly and identifying patterns or 异常. 在风险管理方面，人工智能可以分析历史数据 确定趋势、相关性和潜在的风险因素.
- 预测分析: 人工智能可以使 predictive modelling by leveraging historical data to forecast potential 风险. 通过利用人工智能，风险管理人员可以主动实施 在风险成为现实之前采取缓解策略.
- 实时监控 & 警报: AI-powered systems can monitor real-time data streams and trigger alerts 当预定义的风险阈值被突破时. 在AI的帮助下，风险 managers can respond promptly to emerging 风险, reducing the potential 对组织的影响.
- 情景分析 & 压力测试: AI facilitates scenario analysis and stress testing by simulating 各种场景和评估它们对组织的影响. 通过做 so, 人工智能可以使 risk managers to evaluate the resilience of their systems 解决漏洞.
2. 创建一个集中的知识库
简化风险管理始于改进知识.
Advanced AI工具 are a necessity for facilitating a central knowledge base that benefits your entire risk management team. 这里有一个 人工智能如何实现这一壮举的概述:
- 数据收集: 人工智能系统可以 automatically collect data from a variety of sources, ensuring you have 获得全面和最新的数据集. 因此，你可以 create a highly unified, accessible, and standardised knowledge base 轻松.
- 风险评估: 风险评估 are the crux of any risk manager’s day-to-day responsibilities. 人工智能可以 assist in automating risk assessments by analysing historical data, identifying patterns, and predicting potential 风险 — all from one 中央知识库.
- 日常工作的自动化: AI enables you to automate many of your routine tasks, such as data entry, 报告生成和遵从性检查. 反过来，你和你的团队可以 关注风险管理的更具战略性的方面，例如 决策和战略发展.
- 可定制仪表板: AI工具 can generate customisable dashboards and reports based on the 风险管理者的偏好. 这些仪表板对创作至关重要 simple and accessible visualisations of key metrics, trends, and risk 指标.
- 持续学习: 机 learning algorithms allow your knowledge base to evolve over time. As new data becomes available, your 人工智能系统可以 continuously learn and update the knowledge base, ensuring it remains relevant and reflective 动态的风险环境.
3. 通过简化报告获得有价值的见解
Reporting is easily one of the most vital functions of any risk 管理策略. 为了让你的报告过程更有效率， accurate, and insightful, 人工智能可以 streamline reporting in five key 方法:
- 数据标准化: 人工智能可以确保 data quality by automatically cleaning and standardising information as 它进入你的系统，减少错误和不一致. 作为一种风险 manager, this standardisation is critical for obtaining accurate and 可靠的数据.
- 自动生成报告: AI automates the process of report generation by creating templates, populating data, and formatting reports according to predefined 标准. By leveraging automatically-generated reports, you can save 有更多时间专注于分析见解.
- 可定制的模板: 不管 the scope of your needs, AI’s customiseable capabilities ensure your 报告是根据您组织的独特需求量身定制的.
- 自动警报和通知: 人工智能系统可以 be configured to generate automated alerts and 当达到预定义的风险阈值时通知. 作为一种风险 manager, this is an invaluable capability that ensures you are promptly 获悉关键发展情况.
- 有效的数据治理: 与 help of AI, you can achieve more efficient data governance that ensures reporting processes adhere to all relevant data privacy and security 标准和整体报告的完整性.
用RiskSmart摆脱深夜
Are you a risk manager who’s constantly pouring over disjoined 电子表格或与笨拙的GRC工具作斗争? 人工智能很好，但它只能 走得更远.
你真正需要的是RiskSmart.
At RiskSmart, we provide our clients with the tools needed to easily 建立有效的风险框架. 从中央仪表板到 simplified reporting and analytics, RiskSmart provides the tools you 需要找回你的夜晚和周末.
