GA-CCRi provides analytical development services in support of a wide range of domains.
Computer Vision
GA-CCRi 's team of data scientists use the latest techniques in computer vision to build models for object detection, semantic segmentation, image classification, object counting, captioning and annotation of overhead imagery and full-motion video.
Data Fusion
Data from social media, sensors, text, and many other sources are amassing at unprecedented rates. GA-CCRi can align these data through a harmonization process and then apply the latest data mining techniques to extract value from them in the form of meaningful relationships and patterns. These techniques put your data to work.
Optimization
GA-CCRi uses the latest technology to solve complex linear and non-linear optimization problems. Whether you need to optimize the placement of shipping containers or the flow of goods through a logistics network, we can apply our techniques to improve your process.
Predictive Analysis
Understanding what will or could happen next dictates your ability to manage your business proactively. We can analyze your data to expose key patterns that predict future outcomes. Whether you need to understand future sales or where your operations are threatened, our predictive tools provide you the likely range of outcomes and the key drivers of these outcomes..
Software Development
GA-CCRi employs a team of expert software engineers to work hand-in-hand with the data scientists who design our analytics. This close relationship between the software developers and the analytic designers enables us to deliver custom state-of-the-art analytics quickly and reliably.
Spatial Analysis
Working with our customers, we distill relevant spatial data to inform their key decisions. GA-CCRi has decades of experience exploiting spatial data to solve challenging problems. We have developed fundamental GIS tools for application in cloud computing environments.
Text Analysis
Unstructured textual data is being generated at an unprecedented rate. Whether you seek to understand which topics are most relevant to your customers, to extract sentiment from a large number of documents, or even to convert numerous transcripts into an easily navigable body of knowledge we can provide the tools and insights you need.
Tracking
GA-CCRi’s global tracking solutions fuse real-time and historical data from numerous sources to track moving entities across land, sea, and air. Our advanced prediction algorithms can forecast entities’ future behavior and raise alerts about unusual activity.
Visualization
Presenting the results of an analytic clearly is as important as finding the right answer. GA-CCRi’s high quality visual displays of information help users extract as much information as possible from the analysis. These displays are not only beautiful, but deliver complex results flexibly and intuitively.
Case Studies
Our solutions provide timely situational awareness to help our customers understand what is happening, where it is happening, and what might happen next. Our case studies highlight how we can transform multiple sources of data including signals, text, imagery, and motion video, to rapidly analyze and visualize billions of data points in order to identify and locate entities, characterize their activities, and detect patterns that emerge across time and space.
Our Process
At GA-CCRi, we apply numerous machine learning techniques to textual, spatial, and numeric data sets to answer key questions posed by our clients. We then implement these solutions into software systems with a strong focus on scalability, usability, and data visualization.
We typically follow a three-phase process that encourages the critical early feedback that ensures our software meets user requirements.
Understand the Problem
Our first objective is to spin up quickly, mastering the relevant domain knowledge, determining the metrics, and articulating the problem in ways that are amenable to solution. Our clients will typically experience a prototype of a tool we developed using a small sample of client data, which we then use to begin an in-depth discussion of the solution that will best fit their needs. We take the time to interview and observe our clients so that we can model their own procedures, while ensuring that our vision of the problem is broad enough to encompass all the issues involved.
Prototyping and feedback
We cultivate extensive connections with researchers and professional societies to ensure we bring to our work the latest techniques and insights. We carry this knowledge into our second phase, where we do not simply find the most appropriate approach for each project; rather, we roll out a powerful, insightful solution that exceeds traditional methods and expectations.
Operations and maintenance
Following successful delivery of a solution, GA-CCRi will offer continued support and expertise to ensure client success.