Whether you're initiating or advancing AI, Marlabs provides the expertise to maximize its enterprise value. We implement AI solutions in a way that frees people up for more impactful work while simultaneously minimizing human errors in more repetitive processes.
AI Discovery & Strategy
Whether you’re excited or cautious about implementing AI, our discovery service is your perfect launchpad. This comprehensive program equips you with the tools to navigate the exciting world of AI, understand its limitations, and identify how it can transform your business.
Interactive AI
Interactive AI is driving a revolution in accessibility. Our team can help you implement interactive AI that provides users with a seamless, natural-language approach to everything from conducting research to navigating systems and requesting support. pproach to navigating systems, research, development, and managing information.
Cognitive AI
Cognitive AI can discover patterns in your data that reveal possibilities for optimization and innovation faster and more accurately than otherwise possible. We have the expertise to implement AI with the proper guardrails for meaningful, expediated results in your quest for knowledge.
AI-Powered Analytics
Our decades of experience in data science and machine learning empower you to leverage AI for in-depth data analysis. By identifying anomalies, understanding your customers, and uncovering hidden gems within your data, we help you drive data-informed decision-making.
AI Evolution Framework
Our AI Evolution Framework takes organizations from AI readiness evaluation through to AI excellence. Although AI is reshaping industries, 80% of AI projects fail. Through our framework, we serve as a safety net to help you strategize meaningfully and avoid common mistakes.
Data
Our team has decades of experience cultivating sustainable, value-driven efforts in data and analytics. Whether you’re just moving beyond department-focused spreadsheets or looking to upgrade your data architecture to discover cutting-edge insights, our team has proven results you can trust.
Data Strategy
At Marlabs, we want every step of our clients’ data journeys to have meaning and impact. That’s why we include more than data when creating a data strategy. We consider technology, processes, people, culture, and team adoption to help you drive data-informed decision-making.
Data Governance
Keeping data clean, consistent, and compliant prepares a foundation for creating data you can trust. As the world of data continues to expand, doing so grows more difficult—and more important. We can structure your data to meet all your business requirements and goals.
Data Management
Marlabs can help you manage your data so that you have a single, trustworthy source of truth for the organization, one that is comprehensive and up to date. In doing so, we also help you break silos and build a data-literate organization.
Data Architecture
Taking your data strategy from plan to execution is a daunting task for any team. With a rich history of successful data migrations, data architecture engineering, and analytics enablement, Marlabs can accelerate your success so you can make data-driven decisions sooner.
Advanced Analytics
We harness the full potential of your data by implementing analytics solutions that point out anomalies, predict customer needs, highlight ways to optimize resources, and so much more. We focus on developing analytics that are actionable and accessible for your team.
Digital Product Engineering (DPE)
Marlabs’ tailored engineering solutions create intuitive digital experiences with high-performing software. We engineer products to be user-centric and to continuously add value in an age where user needs and technological possibilities are ever-changing.
Application Development
At Marlabs, we’re experts in creating innovative, future-ready application solutions. We partner with you to ensure your apps are maintainable and user-centric. As digital needs evolve, we work to continuously deliver new value through iterative development.
Application Modernization
Struggling with out-of-date applications? Looking to build a competitive edge with applications that meets customer and employee needs for automation, AI, and customization? Either way, our team is ready to help you make the transformation into the digital, cloud-focused age.
DevOps
Our DevOps services bring together your teams for software development and IT operations to deliver fast, secure, and reliable software. By orchestrating people, processes, and platforms, we establish clear and collaborative integration and automation solutions.
Product & Platform Strategy
Our scalable and repeatable framework aligns business vision with user needs and technical capabilities. By keeping the whole technology ecosystem in mind and embedding AI directly into the strategy, we create future-ready architectures that are secure and adaptable.
Product Sustenance & Support
Marlabs’ product sustenance and support focuses on anticipating and evolving with growing organizational and customer needs—not just reacting to issues. We make sure your products are always available, always secure, and always optimized with zero business disruption.
Quality Engineering
More than just traditional software testing, Marlabs’ quality engineering relies on cutting-edge, AI-driven testing methodologies and automation frameworks. From initial strategy to continuous improvement, we build quality engineering into every step of product engineering.
Intelligent Automation
As experts in intelligent automation, we take automating tasks to the next level. Our team can help you automate even unstructured repetitive tasks using intelligent and AI-power automation. In doing so, we release your team to more high-value tasks.
Automation Partners
Our team has extensive experience with a variety of automation platforms. While we partner with major industry players to provide the best service possible, we also custom fit all our solutions to our clients’ business needs and objectives.
RPA
With our robotic process automation (RPA) solutions, Marlabs reduces human error in repetitive processes. In doing so, we enable your people to spend their time and energy on more meaningful tasks. Then, by combining AI and automation, we take your processes to the next level.
IA Digital Governance
We help you take control of your processes by automating governance for security, consistency, and accuracy. By leveraging AI and machine learning, our intelligent automation solutions can provide unparalleled integrity in your data and processes.
Experience Design
In the age of digital transformation, human-centered design has never been more important. Whatever stage you’re at, whether its initial ideation or modernization improvements, our team can help build intuitive solutions that drive your business forward.
UI / UX
Our user interface (UI) and user experience (UX) solutions focus on the entire customer journey. We focus on helping you build trust with both internal and external users by providing them with natural and frustration-free interactions with your products.
Ideation & Innovation
Do you know there’s a market need, but you’re not sure what would fill it? Do you have an idea of what you want to do, but you’re not sure how to execute? Our expert consultants use their technical and industry knowledge to guide you through vision casting and design preparation.
Design Services
From ideation and planning to creation and refinement, our team offers services through the full design lifecycle. We develop comprehensive, creative, and thoroughly tested design products that incorporate all your business and customer needs.
Design as a Service
Our design-as-a-service offering takes a flexible and scalable approach to design initiatives. We provide the design support you need, when you need it, so that you can tackle projects with confidence.
With over 20 years of industry experience, Marlabs partners with our clients to accelerate and innovate clinical processes. Ensuring safety and compliance, our team can help you develop life-changing products and technologies and increase your market competitiveness.
Healthcare
For 20+ years, Marlabs has helped healthcare organizations deliver quality care to patients while also improving operational and financial outcomes. Through trustworthy data and technology, we support patient scheduling, clinical decision-making, financial reporting, personalized care, and more.
Financial Services
Marlabs has a rich history of helping financial services clients better serve and reach their customers. By unlocking the full potential of customer and organizational data, we drive secure, forward-minded growth through analytics, AI, and digital product engineering implementations.
Manufacturing
With the increasing pressure to modernize, manufacturers turn to Marlabs to develop sustainable digital solutions for performance optimization and supply chain management. Through data management, digital infrastructures, IoT devices, and predictive analytics, we help you stay competitive.
Telecom & Media
As customer demands require increasing customization and digitization, Marlabs helps our telecommunications and media organizations trust their data. In doing so, our clients face fewer security risks, reduce customer churn, and find innovative ways to engage customers.
Organizations across industries unleash the power of their data with Databricks. Their innovative solutions scale with your business needs. Marlabs’ of certified Databricks engineers can support you through migration, governance, and implementation to cultivate data and analytics you can trust.
Salesforce
As a Salesforce Platinum Cloud Alliance partner, Marlabs helps you make the most out of your Salesforce investments. From initial implementation and integration to AI additions and maintenance, our team is uniquely positioned to support your Salesforce initiatives.
Financial Services
Part of the AWS Partner Network (APN), Marlabs’ certified experts can meet all your AWS needs. We provide scalable, future-ready AWS solutions for data initiatives, digital infrastructures, cloud migrations, application development, AI implementations, and more.
Microsoft
As an official partner of Microsoft Fabric, Marlabs implements solutions for Azure, Power BI, Data Factory, Power Apps, and Copilot. For over 18 years, we’ve taken clients from strategy through execution for all their Microsoft needs and enabled internal teams to fully adopt their solutions.
Snowflake
With our team of certified Snowflake architects, Marlabs is uniquely positioned to shorten your time to value with Snowflake’s data warehousing. Our architects partner with you to develop a holistic and well-integrated solution that enables you to reach your business objectives.
Perfecter.ai
An official Perfecter.ai partner, Marlabs employs autonomous intelligence through Perfecter.ai AI agents. These solutions are particularly well-known in the financial services industry for offering secure, automatic workflows that slash manual effort by 70%.
Profisee
Marlabs is a certified partner with Profisee, a leader in data management software. Their solutions are tailored for integration with Microsoft environments, and our cross-trained experts are specially qualified to help organizations bring their data strategy to life with these integrations.
What is a Data and Analytics Framework? Definition, Importance, and the Power of the MAP Approach
Our team is committed to getting you the resources you need to make you the hero in your organization.
Related Services:
Data Strategy
MDM (Master Data Management)
Data Governance
The ever-growing ocean of data presents both challenges and opportunities for businesses. While valuable insights lie hidden within, extracting them requires a structured approach. This is where a data and analytics framework steps in.
Data and Analytics Framework: Definition and Importance
A data and analytics framework is a structured methodology that guides the process of analyzing and interpreting data. It provides a systematic roadmap, ensuring organizations follow a consistent and efficient path to extract meaningful insights and make informed decisions.
Think of it as a recipe for data analysis success. A well-defined data and analytics framework offers several key benefits:
Improved Efficiency: By outlining a clear roadmap, the framework streamlines the data analysis process, saving time and resources.
Enhanced Consistency: The framework ensures everyone involved in the analysis uses the same methodology, leading to consistent and reliable results.
Reduced Bias: A structured approach helps mitigate the risk of bias creeping into the analysis, leading to more objective insights.
Better Communication: A common data and analytics framework facilitates clear communication between data analysts, stakeholders, and decision-makers.
5 Secrets to Making Your Data Work
Align with your goals: Before diving into frameworks, clearly define what you want to achieve with your data. Are you looking for customer insights, predicting trends, or optimizing processes? The right data and analytics framework will depend on your specific business objectives.
Consider your data: Not all frameworks handle every data type. Some excel at structured data (like spreadsheets), while others are built for complex, unstructured data (like social media text). Understand what kind of data you're working with to pick a compatible framework.
Scalability is key: Think about the future. If you expect your data volume to grow significantly, choose a framework that can handle the increase without breaking a sweat. Scalability ensures your chosen framework won't become a bottleneck as your data needs evolve.
Usability matters: Even the most powerful framework is useless if your team can't use it effectively. Consider the technical expertise of your team and choose a framework with a user-friendly interface and readily available support.
Security is paramount: Data security is a major concern. Ensure the framework you choose has robust security features to protect sensitive information. This includes features like access control, encryption, and regular security updates.
Marlabs and the Power of the MAP Framework
At Marlabs, we recognize the need for a customizable and holistic approach to data strategy. That’s why we developed the MAP (Modern Analytics Platform) Framework.
The MAP is a data strategy framework designed to help organizations unlock the full potential of data-driven decision intelligence. We’ve learned through experience that successful data initiatives require a comprehensive strategy encompassing four key pillars: People, Processes, Technology, and Data.
How the MAP Framework Helps Your Organization
The MAP framework is a tested, proven, and customized roadmap designed to guide your organization’s data journey. It functions as a comprehensive approach that assesses, plans, executes, and refines your enterprise-level data strategy.
Here are some of the key benefits the MAP framework offers:
Reduced Time-to-Value: The framework incorporates accelerators and custom solutions that significantly shorten the time it takes to see results from your data initiatives.
Clear Roadmap: We use the MAP framework as a guiding light throughout our partnerships, providing a clear understanding of your current data landscape and the next steps required for success.
COMPASS Assessment: The journey begins with a comprehensive assessment called COMPASS. This assessment gathers input from all stakeholders, inventories your data and technology stack, and builds a custom MAP that visually represents your current data maturity and the path to achieving your goals.
A Framework for Every Stage
The flexibility of the MAP framework allows us to tailor it to your specific needs. We can meet you wherever you are on your data journey, transforming you from a data-rich organization to a data-driven powerhouse that leverages decision intelligence to optimize outcomes and deliver exceptional value.
By embracing a data and analytics framework like MAP, organizations can unlock the true power of their data, gaining valuable insights that empower informed decision-making and drive long-term success. At Marlabs, we are here to partner with you on your data journey, providing the expertise and guidance you need to transform raw data into actionable intelligence.