Data Cleaning & Organization

A group of young adults on phones. Exponent provides scientific and engineering expertise for consumer electronics and products.

Data Collection Studies

Data exists in many formats; it is often inconsistent or incomplete and may come from multiple sources that were not originally designed to be compatible. Our industry expertise helps you decide which data to include, develop effective strategies for integrating disparate data sources, and incrementally improve data-collection processes. Our multidisciplinary teams help stakeholders gain measurable improvements from better intel.

Benefit from our multidisciplinary expertise + personalized approach.

It takes experience to guide effective data organization and management programs and enable effective decision making that positively impacts your organization. Exponent's multidisciplinary teams provide turnkey services for organizations of all types and sizes, offering rigorous, scalable data curation strategies for measuring and improving data quality.

Get the most out of enterprise data tools.

Many businesses don't take full advantage of enterprise data integration and analytics tools. These tools can help optimize business operations, turning raw data into actionable plans and strategies for real success.

Our data scientists and software engineers help you optimize enterprise data integration and analytics tools by vetting, curating, and prioritizing data. We then help you establish the best ways to deploy these tools to optimize business processes. Decades of experience with data and various enterprise tools allow our data science teams to find commonly overlooked opportunities. Our teams draw on the expertise and real-world experience of hundreds of specialists from an array of fields, including manufacturing, engineering, aerospace, medical devices, pharma, consumer electronics, utilities, oil and gas, green energy, and more.

Our experts evaluate datasets used in enterprise data tools using scientific principles, helping you avoid rework and delays. We can enhance efficiency by anticipating challenges caused by unfit data and applying our scientific expertise within physical systems.

Capabilities and Services

We support diverse data curation and modeling, producing better analyses and accurate, reliable insights.

When a project requires data analysis, datasets, or integrations from multiple sources and systems, clients turn to Exponent. If a data model isn't fit for purpose, data quality issues or tech debt will inevitably result. We develop consistent data models with an appropriate level of detail to meet the challenge at hand.
Our experts are highly skilled at developing ontological data structures and creating powerful relational data frameworks, generating the information needed for networking high-quality, linked, and coherent data.
We bridge the gap between technical data design and practical analytics by tapping the expertise of specialists, helping you collect, clean, analyze, and visualize critical business data. Whether you're in construction, defense, aerospace, automotive, consumer electronics, medical devices, pharmaceuticals, energy production and storage, or dozens of other areas, Exponent has a subject-matter expert who can work alongside our data scientists to help you make the most of your enterprise data tools.
Our data scientists can advise on data governance and curation so you can use the data you've collected effectively to solve your organization's biggest challenges. We help determine where the data is, how it's stored, and how to put it to work. Our data and computer scientists help you create clear data workflows and centralized data management. Our solutions are not just technically sound but guard against misuse by incorporating data governance strategies that simultaneously accomplish competing needs among diverse stakeholders.
With rapid prototyping, enterprise data integration and analytical tools can quickly turn raw data into solutions for testing and evaluation. We combine industry expertise with scientific knowledge and experience in enterprise data tools to quickly build robust, scalable solutions that address core business needs. This allows our data science experts to rapidly create and test solutions with enterprise data tools, expediting your time to implementation and solution.

Our Capabilities Are Unparalleled

With expertise in over 90 disciplines and hundreds of capabilities, tools, and methodologies — we get to the root of even the most complex challenges and give you statistically defensible answers you can rely on.

Medical professionals review cranial scans on a computer screen. Exponent data scientists help you capture the right data.

Experts

Our global and comprehensive expertise across industries gives us a deep understanding of current challenges, best industry practices, and the implications of emerging technologies.