Advanced analytics
Informed
Decisions
Drive Success
Analytica’s data science and business intelligence experts help our federal clients build data-driven cultures and make data-driven decisions. We use innovative tools and technologies to provide end-to-end government data analytics solutions which empower government agencies and their users to increase analytics effectiveness, create a data-driven culture, and improve mission results. With the rapid growth of data size, sources, and complexity, our experts create designs that are scalable, reproducible, and automatable. We provide advanced analytic services to various public sector clients in national security, finance regulation, and public health.
Advantages of Advanced Analytics
Analytica works with government leaders to transform and manage their operations through artificial intelligence (AI), machine learning (ML), and business intelligence (BI). These tools paired with Analytica’s best in class services result in:
- Improving the quality of decision making based real-time Big Data
- Improving the speed of decision making based on ML/AI algorithms and statistical analyses
- Reducing the cost and level of effort of updating data and validating decisions by automated processes
- Providing end-users with reporting suites and tools for data-driven decision making
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Advanced Analytics
in government
The federal government serves the people of the United States and can utilize a variety of data science and BI tools and technologies to explore advanced analytics. These tools and technologies are used to create ML and AI models, predictive models, automation, reporting suites, and dashboards. For both data science and BI, the government can utilize open source and/or third-party applications. While Analytica is technology agnostic, we have established strategic partnerships with key vendors to ensure we are able to offer the most current and advanced features and functionality.
Services
Analytica’s certified data science and BI practitioners are experts in their fields and will work hand in hand with government stakeholders to explore the solutions and services that we can offer:
Data Science
With our innovative approaches, we help our clients to achieve their business goals.
- Data Wrangling
- Machine Learning
- Natural Language Processing
- Data Visualization
Business Intelligence
Analytica specializes in open-source and third-party BI tools which will empower your team to take full advantage of advanced analytics. We achieve this through following industry standard best practices, forecasting and predictive modeling, natural language processing, automated reporting capabilities, data preparation, and highly intuitive, user-centric reporting suites. Analytica ensures that we’re using the best tool for the job to maximize your return on investment.
Dashboard & Reporting Solutionists
Our certified practitioners will work with your stakeholders to create a unique and seamless reporting solution. This is achieved through compelling data visualizations, dynamic insights, and engaging dashboard designs. We focus on delivering solutions that are easy to navigate and understand, including: executive dashboards, KPI reports, time series analysis, predictive analysis, self-service reporting, diagnostics, and more. We ensure the solutions we deliver meet your goals, scale with your data, and are set up to succeed.
Our Methods
We use the Cross-Industry Standard Process for Data Mining (CRISP-DM) and Agile methodologies to develop our products.
What is the CRISP-DM?
The CRISP-DM is a software development cycle that consists of:
Business Understanding
Identify the client’s needs and challenges, and frame the data science objectives
Data Understanding
Learn about the data—quantity and quality
Data Preparation
Now that we know our objectives and data, we transform the data to be used in our modeling process
Modeling
Utilize the right tools and techniques for algorithms that are carefully selected based on the data science objectives
Evaluation
Measure the model performance and compare with the project’s goals, collect client feedback, and iterate the process until we meet the project’s goals
Deployment
Once the model is satisfied, our DevOps and engineers work to scale the ML engine to production CRISP-DM promotes tools that are: scalable to data size and complexity; consistent with the user and business requirements; and reproducible as the tools and data evolve.
- Faster analysis, intuitive dashboards, and reporting suites
- AI/ML compatibility and driven insights
- Forecasting and deep learning
- Increased organizational efficiency
- Data-driven decision making and culture
- Improved employee satisfaction
- Trusted and governed data
Relevant Insights
Enterprise Analytics Modernization
Enterprise-level business intelligence, data management, and analytics have evolved materially over the last few years. However, many organizations still maintain highly siloed data with limited self-service and enterprise-level data management and analytics capabilities. Analytica was engaged by a federal government client, the Department of Homeland Security (DHS), to help modernize their enterprise analytics capabilities and support the analysis of hundreds of millions of records from across DHS agencies. The client faced difficulty linking immigrant identities from the disparate records stored in more than four dozen separate data silos. Downstream, this hindered their ability to perform timely mission critical enterprise-level planning, prescriptive, and predictive analytics.
Artificial Intelligence / Machine Learning for Regulatory Enforcement
Analytica is supporting the development of complex artificial intelligence and machine learning model development for the Securities and Exchange Commission (SEC) to combat insider trading and financial fraud. Our work applying artificial intelligence / machine learning for regulatory enforcement provides the SEC with the ability to reduce costs for regulatory enforcement while providing more accurate, actionable intelligence for enforcement.
Federal Cloud Data Analytics
Analytica is supporting HHS’s Centers for Medicare and Medicaid Services to address challenges with their on-premise data warehouse and analytics environment that are limiting their ability to serve stakeholders and constituents. Our team is designing and building a federal cloud data analytics platform and environment that supports broader data access, self-service capabilities and integration across numerous other data sources.
