Business Challenge
Governments have never been better equipped to improve the way they accomplish their objectives. Rich with historical data and capable of collecting new data in real time, governments are applying artificial intelligence (AI) and generative AI (GAI) to operate more efficiently and effectively.
How AI From SAS® Can Help
Traditional approaches are no longer efficient for gleaning insights from the data that governments collect, produce and store. Not only is public data increasingly vast, fast and varied, but the expectations for governments to provide quick answers have risen. In this critical race for the public sector to find ways to transform data into useful information, new AI and GAI techniques are automating complex tasks and unlocking previously hidden insights across the spectrum of government data.
Here are just a few of the ways public sector organizations are using AI and GAI:
- Automatically detect fraud and improper payments. Machine learning capabilities, including deep learning, can teach systems to detect outliers in data or match data against known patterns with unprecedented precision and recall, enabling governments to address fraud and improper payments before money goes out the door and ensure that funds and services go to those who need them.
- Help ensure child well-being. Law enforcement agencies can use the AI capabilities of text analytics and natural language processing to help identify children at risk of exploitation.
- Improve program operations. Using AI to automate repetitive tasks – no matter how complex – can revolutionize government efficiency, save hundreds or even thousands of work hours and potentially free up limited resources to focus on other critical issues.
- Support national defense. Military and intelligence agencies can use predictive maintenance to help ensure mission readiness, safety and response agility.
- Make smart cities smarter. Big data analytics, sensor technologies and the internet of things (IoT), machine learning and cognitive computing can enable local governments to better understand citizen needs and provide local solutions that address them.
- Protect citizens’ identities. Synthetic data enables governments to build and train systems without compromising their citizens’ personally identifiable information.
- Examine the impact of policies and expenditures before they are deployed. Digital twins enable governments to test changes before they are adopted.
Why choose SAS for AI?
As the leader in advanced analytics, SAS understands that a carefully designed and well-implemented analytics strategy can help you more efficiently and effectively accomplish your goals. That's why we've embedded AI capabilities into our software – from the powerful SAS® Viya® to targeted solutions for public sector organizations. With an emphasis on greater interpretability and transparency, our AI capabilities enable you to better understand the algorithm's outputs while better managing and protecting personal information.
A public sector agency was the first SAS customer more than 45 years ago. Today, more than 650 government ministries, departments, offices and agencies around the world use SAS. Our leadership in advanced analytics, expertise in AI and experience with the public sector can give you THE POWER TO KNOW®.
Recommended Resources
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AI Products & Solutions for Public Sector
- SAS® Viya®더 빠른 데이터 통합, 효과적인 모델 개발, 클라우드 비용 절감. 이 모든 장점을 누려보세요.
- SAS® Optimization복잡하고 다양한 비즈니스 계획 및 문제 상황에 최적화된 솔루션 적용을 통해 그 어느 상황보다 빠르게 다양한 해결 방안을 제시 할 수 있습니다.
- 오픈 인티그레이션SAS의 개방형 분석 플랫폼을 통해 분석 방법론, 프레임워크, 도구, 기술 등 끊임없이 변화하는 에코시스템의 잠재력을 활용하십시오.
- SAS® Law Enforcement Intelligence인텔리전스 데이터를 수집, 관리 및 분석하기 위한 구조화된 환경으로 집행 및 공공 보안 등을 개선합니다.
- SAS® Visual Analytics데이터 안에 담긴 중요한 관계를 발견하고 인사이트를 공유할 수 있습니다.
- SAS® Visual Data Mining and Machine LearningSAS 비주얼 데이터 마이닝 및 머신 러닝은 통합적인 시각화 인터페이스를 통해 모든 데이터 마이닝, 머신러닝 프로세스를 지원할 수 있습니다.
- SAS® Visual Investigator다양한 인텔리전스 분석 및 조사관리 니즈를 신속하면서도 정확하게 해결할 수 있습니다.
- SAS® Visual Statistics시각적 인터페이스와 인메모리 프로세싱을 활용하여 그 어느 때보다 빠르게 비즈니스 예측 모델을 개발하고 수정할 수 있습니다.
- SAS® Visual Text AnalyticsSAS 비주얼 텍스트 애널리틱스는 자연어 처리, 머신 러닝 및 언어학적 규칙을 결합하여 비정형 데이터에 숨어있는 인사이트를 제공할 수 있습니다.