Federal agencies have to accomplish a lot in meeting their goals with less manpower. Times resources can’t spend countless hours in every case, claims, grants, etc. to try to see if there is a fraud involved. It comes down to budget and resource constraints. We can solve this problem for you by using our Artificial Intelligence (AI) and Machine Learning (ML) services to identify fraud, anomalous data at a faster scale across a huge volume of stored data or real time data quickly and efficiently. Saavi Tech can help you by working with your case management people, claims administrators, or appropriate business process people to come up with concepts and Machine Learning Models. We execute this methodically with our process, Architecture, and technology. In the Machine Learning world, a concept is first created, then the model is trained with different datasets to increase accuracy and put it into use. But there is one thing missed – concept drift. People can adjust this when they realize such drift. In many use cases, such concept drift goes unnoticed and ended up having inefficient systems. We leverage modern tools, technology along with our patterns and identify such drift and alert. We enable preventive and reactive measures to improve overall accuracy and increase the value of the system. Based on the use cases, we build multiple models as needed, train with different data sets, scenarios, and choose the best model.
We can enable AI as “runtime” in your business processes and help you achieve data driven, AI driven automation, analysis, and insights. We offer an exhaustive list of Artificial Intelligence and Machine Learning Services. That can be applied across various use cases in verticals – Law Enforcement, Intelligence Community, Health, etc. and across functions such as audits, business processes enhancements to increase value, build AI/ML enabled value-added services to your existing or new systems, etc. Some of our services include but not limited to extract specific content from documents, identify relationships in text across documents, perform forecasts on financial performance and resource needs based on time series data, build voice and text chatbots, analyze images and videos for facial recognition, facial search across images and videos, extract texts, signs from videos and images, search for or match the environment in videos and images, and find inappropriate contents in videos and images. Also, we provide language translation, speech to text, text to speech, search for text in videos or audios, and generate metadata for media assets to create a fully searchable archive. We automate data labeling to speed up training ML models.
As per your use cases, we can combine some of these services and produce actionable intelligence. We can provide all of these services in your preferred cloud by leveraging cloud services in a secured way and also as needed, some of these can be on-prem in a custom build way. With our AI/ML enabled services, we can increase the overall value of your business services dramatically and help you achieve your mission goals effectively.