Tenjin: Gain More accurate and informative insights from complex and disparate data sources with Artificial Intelligence (AI).
SAIC enhances - not replaces - humans by offering Tenjin, powered by Dataiku, to serve as a centralized data science
platform that provides Artificial Intelligence/Machine Learning (AI/ML) model development, including training and
deployment, automation, data preparation, and data visualization. Tenjin is a collaborative, low code to full code
development platform that enables a team of non-technical to very technical users.
Human to machine collaboration made easy:
SAIC understands the importance and benefits of interoperability and extensibility. With Tenjin, connect to systems or applications within current infrastructure or future additions with out-of-the-box or custom connectors to ensure a cohesive end-to-end solution. This enables ease of integration and future proofing to ensure an extensive solution.
SAIC acknowledges the difficulty of implementing and developing AI/ML and analytics. Tenjin offers low code to full code capabilities to enable users of different backgrounds and experience. Recipes, reusable visual data preparation, provide entry level developers, data scientists, or analysts an easy way to transform data. Support of custom code development and reusable code components enable experienced developers to tailor applications/processes to their needs. Interactive data science notebooks enables experienced data scientists. Dashboards and data visualizations provide analysts the capability to view their data their way.
Documentation, tracking, and monitoring enables the team to oversee and inform the applications/processes. Automation is made easy with Tenjin. Tenjin features process automation, monitoring, and optimization to accelerate development. Reusable components enable faster development. Metrics and monitoring provide data and process assessment.
To-Be
We have several outcomes and metrics to share, but to start, a customer project used to take 30 hours of highly manual work. Through Tenjin, they were able to get that down to 10 minutes.
Stakeholders
Navy, CENTCOM, USASOC, Marine Corps
Business Process Model
Automating Manual Processes. Replacing repetitive manual workflows with automated systems to improve efficiency and reduce errors. Enhancing communication and NLP Understanding. Improving human-computer interaction or inter-team communication using natural language processing and related technologies. Cybersecurity. Architectures, AI as a weapon, Responsible AI, Cryptographic modernization, DEVESECOPS, Risk Management, User Activity Monitoring, and Insider Threat, and Zero-Trust. Anomaly Detection and Behavior Analysis. Identifying unexpected patterns, detecting deviations, or analyzing behavior in systems, processes or data streams. Enhancing Forecasting Capabilities. Improving the accuracy and reliability of predictions in areas such as weather, market trends or demand forecasting. Fraud, Waste and Abuse. Tools and products to analyze, detect, monitor, and identify potential fraud, waste or abuse. Improving Decision-Making with Actionable Insights. Enabling more informed decisions by providing clear, actionable, and data-driven insights to stakeholders. IoT and Tactical Edge. Modular technology, low power, austere operating environments, compute at the edge, and data fusion.