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Data Science

In today’s world, data isn’t just information — it’s potential. It’s the difference between reacting to change and shaping the future.

At CATCH Intelligence, our classically trained Data Scientists combine analytical expertise, industry insight, and cutting-edge technology to turn data into actionable intelligence.

Data Science empowers organizations to uncover patterns, predict outcomes, and optimize decisions through three key types of analytics:

Descriptive – Understanding what has happened and why
Predictive – Anticipating what is likely to happen next
Prescriptive – Determining the best course of action moving forward

This blend of traditional analytics, machine learning, and AI innovation allows our team to deliver solutions that not only interpret the past and predict the future but also create new possibilities for how organizations operate, serve, and grow.

At the heart of this capability is CATCH IQ, a software solution developed by our Data Science team to deliver high-quality, optimized, and impactful data science solutions. CATCH IQ is utilized throughout the entire data science process — including Development, Deployment, and Delivery — ensuring every solution is efficient, scalable, and results-driven.

What our CATCH Data Science Team Delivers

Our Customized Data Science Applications

CATCH IQ Applications

Choose from our suite of base applications or work with us to develop a fully customized solution tailored to your needs — designed to help you understand your data and unlock the insights it holds.

We have launched our CATCH IQ Application Suite with three applications:

Fraud Detection, Prevention, and Recovery CATCH IQ App
Document Knowledge Base CATCH IQ App
Geo Insights CATCH IQ App

Each application comes with a strong baseline approach that can be tailored and expanded to integrate seamlessly into your processes and systems. Be on the lookout for the release of our next CATCH IQ App!

And the best part? CATCH IQ applications are fully customizable. If you don’t see exactly what you need here, our Data Science team can build it with you — ensuring your solution uniquely addresses your organization’s challenges.

Our team has experience in both the private and public sectors, serving across Departments of Labor, Transportation, Health and Human Services, and private-sector clients in retail, finance, and more. No matter the industry, we’re confident CATCH IQ is the right solution for you.

Fraud Detection, Prevention, and Recovery

Designed with input from Department of Labor clients

Our expertise in fraud detection, prevention, and recovery ensures that our solutions are not only powerful but trusted by institutions facing the toughest fraud challenges.

During the pandemic, every State Workforce Agency confronted unprecedented waves of identity theft and fraudulent activity. Our models rose to the challenge, helping agencies with detection of fraud in real time, surface suspicious individuals, and protect their state UI trust funds.

Our models focus on proactive prevention with swift implementations and continuous refinement. By analyzing behaviors, transactional trends, and shared identifiers, our fraud detection models surface suspicious activity as it happens, enabling early identification and rapid response.

Once fraud is detected and confirmed, CATCH Intelligence assists in recovering funds. This includes working with financial institutions and law enforcement, reconciling payments with state requirements, and providing detailed reporting for audits and compliance.

Document Knowledge Base

Designed with input from clients and stakeholders representing various industries

This tool organizes and surfaces information fast with, a centralized, searchable library of your policies, documents, and resources. No more digging for links or emailing coworkers for copies.

Users can search by file name, category, or keyword to instantly access what they need. If something isn’t there, managers can quickly upload new documents, assign categories and keywords – keeping everything and everyone up to date.

The result? A knowledge base tailored to your organization that saves time, reduces confusion, and keeps everyone aligned.

Geo Insights

Designed with input from Department of Transportation and Labor clients

Geo Insights gives you an interactive, big-picture view of geographical data. You can overlay layers such as demographics, health indicators, population density, and community landmarks — all in one concise view customized to your business and goals.

Beyond visualization, Geo Insights also enables data exploration in table format, making it easier to spot trends, optimize resources, and identify what matters most. Features like geocoding help transform address data into coordinates and calculate distances to landmarks or potential projects, delivering insights that are both precise and actionable.

CATCH’s Data Science Team Empowers Organizations with Actionable Insights

Transform Data into Strategic Intelligence

Uncover Hidden Patterns and Predict Future Outcomes

Accelerate Decision-Making with AI-Driven Insights

Embed Data Science into Everyday Operations

Align Advanced Analytics with Business Strategy

Many organizations collect massive amounts of data but struggle to turn it into actionable intelligence. Without the right tools, expertise, and strategy, data remains an untapped resource — limiting innovation and slowing growth.

CATCH’s Data Science solution transforms how organizations understand and use their data. Our experts apply advanced analytics, machine learning, and AI to reveal hidden patterns, predict outcomes, and deliver insights that drive measurable results. We integrate data science seamlessly into daily operations, empowering teams to make smarter, faster, and more strategic decisions.

With CATCH Intelligence, data becomes more than information. It becomes the engine that powers innovation, growth, and a smarter future.

Realizing the Power of Future–Forward Thinking with Data Science

Every day, organizations are surrounded by oceans of data — but only some know how to harness its true power. At CATCH Intelligence, we believe data holds the story of what’s possible. It’s not just numbers or reports. It’s the key to transformation.

Our Data Science team turns raw data into meaningful insight, revealing patterns, predicting outcomes, and uncovering opportunities that drive real change. We help organizations move beyond hindsight into foresight — empowering leaders to make confident, strategic decisions that shape the future rather than chase it.

At CATCH Intelligence, we don’t just analyze data. We bring it to life as we Lead By Knowing.

CATCH Intelligence Has Earned a Reputation

“Thank you for the Fraud Analytics. We found two claimants that appeared to be fraudulent just this morning! Thank you again for the reports. The analytics are amazing as always!”
Special Investigator

““Working with CATCH was a true partnership. I was able to work with the CATCH Data Governance team as well as the Data Science team and have been impressed with all of the consultants. CATCH worked well with all of the moving parts that a government agency has and gave alternatives to challenges that arose as well as had tremendous follow-up throughout the entire project.””
Director of EligibilityA State DHHS Agency

“In all of her work over the last 31 years at DHHS, this experience with CATCH was one of the best she was a part of! Customer Sat Score: 10 out of 10”
Director of EligibilityA State DHHS Agency

“I have found CATCH teams to be experienced, intuitive, honest and NOT forceful when discussing opportunities to leverage their services. CATCH teams have worked hard to deliver products and information that will bring value to our organization, particularly during a tremendously difficult time for our agency – the pandemic.” Customer Sat Score 10 out of 10”
CIOA State Department of Labor and Workforce Development Agency’s Data Warehouse Project

“CATCH gave us the materials that we need to implement [Data Governance] in our organization. They guided us throughout the entire process. They were always available to answer questions and they were super friendly.” Customer Sat Score 10 out of 10”
Data Governance LeadA County Government’s Data Governance Engagement

“The overall experience was great. They all worked very well with my technical staff and our business folks. Everything was captured and reflected back in the deliverables. It was a great engagement.” Customer Sat Score 10 out of 10”
Director of Data ManagementA State DHHS Agency Data Management and Analytics Strategic Planning Assessment

“I have worked with Catch Intelligence on multiple projects and the entire team is very professional and knowledgeable, and the level of experience is excellent. Our engagement has been excellent, and their level of communication, training, and documentation is superior.” Customer Sat Score 10 out of 10”
Director of Information TechnologyA State Retirement System’s Data Quality Management Assessment and Implementation