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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.

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

“The CATCH Intelligence project team did an outstanding job delivering this Data Management and Analytics work. They delivered the solution on time and within budget while providing clear, tangible value. The team was highly responsive and flexible as requirements evolved, adjusted their approach without friction, and consistently focused on solving the right problems rather than rigidly following an initial plan. Their documentation was excellent and made the transition seamless when our team took over the project. Their technical depth and collaboration were critical to building the spanner-based foundation that now underpins our agent / Chatbot application. CATCH operated as true partners throughout the engagement.”
Director at a Fortune 500 Services Company

“CATCH Intelligence consistently supports FNBO with work and solid communication. They are responsive to our inquiries with production issues and quickly help us identify resolutions. They are knowledgeable with upgrades and service packs which they handled with very little direction from us. [CATCH] are excellent partners at identifying and implementing trusted solutions.”
Director, Data Product OwnerFirst National Bank of Omaha

“Why did you give CATCH a 10 out of 10 Customer Satisfaction Score on your Data Governance Kick Start Program? It is because CATCH made our implementation look easy. The materials and presentations provided the perfect blend of knowledge with practical application that was unique to our organization. The team provided a flexible training and knowledge sharing process that was perfect for our particular organization and our level of knowledge and experience..”
Chief Data Steward, Large State DHHS Organization

“We have come a long way in our data and AI journey and CATCH Intelligence has been a great partner in helping us get this far.”
Assistant Director of Reporting and AnalyticsUniversity System and Higher Education System (eight Universities)

“The service we have received has been very helpful. It is great to have an extra set of eyes when troubleshooting issues and to have an additional resource to perform the regular monitoring tasks.”
Data Analytics Manager, Enterprise Shared Services

“CATCH Intelligence has been far more than a reliable partner who provides us with a lower-cost solution for SAP Business Objects. For over a decade now, they have become an integral part of my individual success here at ScriptPro, as well as ensuring our enterprise reporting foundation maintains and exceptional level of uptime. Their unwavering commitment to support, turnaround time, and genuine care for our success has set them apart. We are truly fortunate to have them by our side, and we look forward to many more years of success together.”
Business Intelligence ManagerScriptPro

“The amount [of fraud] that you all have been able to uncover is incredible. There is no way me and my team would have been able to do this without your help…You guys are amazing. The only regret I have is that we didn’t get you all quicker.”
Assistant Director of InvestigationsCAE & Integrity, State DOL

“I would absolutely recommend CATCH Intelligence as trusted partners in data & analytics.”
Business Intelligence ManagerAirlite Plastics

““[CATCH] and their teams exhibit high honesty, respected expertise, and appreciated ethics…. CATCH provide[s] guidance on numerous ETL initiatives, help on difficult projects, and provide CATCH consultants as lead developers on numerous projects…. CATCH does their very best to meet the needs of their clients. Watco is pleased to provide this letter of recommendation for CATCH Intelligence.”
Manager Data IntegrationWatco

“[CATCH Intelligence] is responsible for Customer Service, Sales, Production report development…excellent at communicating progress and reaching out for clarification. [CATCH] is very conscientious and dedicated to an excellent work product.”
Business Intelligence ManagerAirlite Plastics

“We find that CATCH is very knowledgeable and consultative. They do a very good job of understanding the client business and PARTNERING to build solutions around the business.”
Director of OperationsNebraska Spine & Pain Center

“[CATCH] code will be “the new gold standard” for ETL code at Airlite. We consider [CATCH Intelligence] integral in the success of the project.”
ETL DeveloperAirlite Plastics