--- title: "Data Science" date: 2026-07-21 published: 2024-08-22 author: "aguzman" featured_image: "https://www.dacgroup.com/wp-content/uploads/2024/06/strategy-1.jpg" lang: en translations: en-ca: "https://www.dacgroup.com/en-ca/services/analytics/data-science.md" fr-ca: "https://www.dacgroup.com/fr-ca/services/analytics/science-des-donnees.md" de: "https://www.dacgroup.com/de/dienstleistungen/analytics/data-science.md" en-gb: "https://www.dacgroup.com/en-gb/services/analytics/data-science.md" fr: "https://www.dacgroup.com/fr/services/analytics/science-des-donnees.md" es: "https://www.dacgroup.com/es/servicios/analitica/ciencia-de-datos.md" --- # Data Science [DAC](https://www.dacgroup.com/) # Actionable data science Tap into the unrealized potential of your data to reveal critical insights, fuel your decision-making, and unlock powerful business outcomes—now and into the future. [LET’S TALK DATA SCIENCE ](https://www.dacgroup.com/contact/) [DAC](https://www.dacgroup.com/) # Actionable data science Tap into the unrealized potential of your data to reveal critical insights, fuel your decision-making, and unlock powerful business outcomes—now and into the future. [LET’S TALK DATA SCIENCE ](https://www.dacgroup.com/contact/) Jump to: Our data science capabilities Our expertise AI-powered insights Complementary DAC services Data science in action FAQs - [Our data science capabilities](#services) - [Our expertise](#services-carousel) - [AI-powered insights](#text-image) - [Complementary DAC services](#services-2) - [Data science in action](#text-image-2) - [FAQs](#faq) ## The science of better business decisions While [business intelligence](https://www.dacgroup.com/services/business-intelligence/) focuses primarily on the present day, data science looks to the future. Using AI-powered tools to extract insights from historical data and wider industry trends, our data scientists forecast change, predict business outcomes, and equip you to make informed, long-term decisions that move your brand forward. [LET’S TALK DATA SCIENCE ](https://www.dacgroup.com/contact/) ### Media mix modeling and performance optimization We specialize in Media Mix Modeling to evaluate and optimize the performance of your marketing efforts across all channels. By integrating data science techniques, machine learning, and statistical analysis in a privacy-compliant way, we provide a holistic view of media impact and guide strategic investment decisions. ### Customer journey analysis Our data science consulting services include comprehensive Customer Journey Analysis, leveraging tools like Google Analytics and Tableau. We map and analyze every touchpoint to understand customer behavior, predict outcomes, and create data-driven strategies that enhance engagement and drive conversions. ### Customer segmentation and personalized experiences DAC Group’s Proove Intelligence team excels in Customer Segmentation, using advanced data science to categorize audiences by behavior, demographics, and preferences. This allows us to create personalized strategies that resonate with each segment, enhancing satisfaction, driving growth, and refining insights with third-party data. ### Predictive analytics We utilize AI and machine learning to enhance business intelligence and predictive analytics. Our team of data scientists applies these technologies to forecast trends, optimize campaigns, and support smarter, data-driven decisions that maximize ROI. ### Data engineering and localized strategy development Our data engineering services ensure your data assets are securely managed and optimized for deep analysis. We also focus on localized strategy development, using regional data to tailor marketing efforts that resonate with specific audiences, driving higher conversion rates and stronger local engagement. Predictive Modeling • Pattern Detection • Outcome Forecasting## AI improves drive forecasting and optimization DAC’s data science practice leverages machine learning models to forecast outcomes, identify opportunities, and optimize performance. ![](https://www.dacgroup.com/wp-content/uploads/2024/10/Ai-banner-img-analytics-1.png) ## Take a proven, **award-winning** approach to your data ![Global Business Tech Awards logo with a stylized "T" on a black background.](https://www.dacgroup.com/wp-content/uploads/2024/06/awards-global-business-tech-480x274.jpg) ### Global Business Tech Awards 2023 Digital Agency of the Year ![Logo of B2 Awards on a black background.](https://www.dacgroup.com/wp-content/uploads/2024/06/award-b2-awards-480x274.jpg) ### B2 Awards AI/Machine Learning in partnership with GE Appliances and DialogTech ![OpenAI logo on a black background.](https://www.dacgroup.com/wp-content/uploads/2024/06/partnership-openAI-480x274.jpg) ### One of the first agencies to become an OpenAI Enterprise Level Partner ![Icon of a bar chart with three vertical bars on a black background.](https://www.dacgroup.com/wp-content/uploads/2024/06/stat-propertary-analytics-model-480x274.jpg) ### Proprietary Analytics Maturity Model Determine your next steps via web analytics ![Iris Laptop logo](https://www.dacgroup.com/wp-content/uploads/2024/06/iris-laptop.svg) ### One platform. One vision. Complex data environments make it challenging to extract actionable insights—unless you can tap into to a team of scientists and an integrated platform that turns raw data into strategic intelligence across your business. [EXPLORE IRIS ](https://www.dacgroup.com/tech-platforms/iris/) ## Proprietary tech built for powerful outcomes ![highlander logo](https://www.dacgroup.com/wp-content/uploads/2024/08/logo-tech-highlander.svg) ### Highlander Streamline analytics and reporting, enhancing decision-making across marketing channels. ![gaurdrail](https://www.dacgroup.com/wp-content/uploads/2024/08/logo-tech-gaurdrail.svg) ### Guardrail Supercharge AI productivity by streamlining interactions and maximizing efficiency. ![transparensee logo](https://www.dacgroup.com/wp-content/uploads/2024/08/logo-tech-transparensee.svg) ### TransparenSEE Effortlessly manage, monitor, and optimize local listing data across all sites. ![Total SERP logo](https://www.dacgroup.com/wp-content/uploads/2024/08/logo-tech-totalserp.svg) ### TotalSERP Orchestrate cohesive search strategies to dominate across paid, organic, and local. [Explore Our Tech ](https://www.dacgroup.com/tech-platforms/) ## Seamlessly integrated for impact Question, research, hypothesis, experiment, analysis, conclusion. From broad business goals to specific challenges, our scientific method sets the standard. But even greater results await when our data scientists collaborate with their fellow experts across DAC Group. ### COMPLEMENTARY OFFERINGS ### [Web Analytics](https://www.dacgroup.com/services/web-analytics/) ### [Audience Insights](https://www.dacgroup.com/services/strategic-audience-market-insight/) ### [Business Intelligence](https://www.dacgroup.com/services/business-intelligence/) [See all services ](https://www.dacgroup.com/services/) ## Data science in action ![Runners' legs and feet in motion on a roadway during a race.](https://www.dacgroup.com/wp-content/uploads/2024/08/Rectangle-59-480x480.jpg) ### Breaking down the myths of marketing mix modeling - Most brands now view mixed media modeling (MMM) as a critical part of the analytics toolkit, but are often misled about what it can and cannot do. - Break down the myths of MMM and get ahead of the curve with our exclusive (and free!) white paper. [DOWNLOAD THE WHITEPAPER ](https://info.dacgroup.com/mmm-whitepaper?_ga=2.111594436.1366360211.1725987419-1123329267.1724086799) ## FAQ ### What business problems should a marketing data science team actually be solving today? [Marketing data science use cases](https://www.dacgroup.com/services/analytics/business-intelligence/) should focus on the decisions that are hardest to make with intuition alone, such as forecasting demand, quantifying incrementality, identifying audience value, or spotting performance anomalies early. The point is not more modeling; it is better commercial decisions. ### Which use cases deserve priority now: forecasting, audience modeling, incrementality, media mix, or anomaly detection? [Media mix modeling and incrementality](https://www.dacgroup.com/services/paid-media/digital-media/search-engine-marketing/) usually deserve early priority because brands under pressure need clearer answers on where growth is actually coming from and which channels are creating lift. Forecasting and anomaly detection matter too, but budget allocation often carries the biggest near-term financial stakes. ### In a market where prediction is harder, where does modeling still create strategic advantage? [Predictive modeling for marketing](https://www.dacgroup.com/services/analytics/web-analytics/) still creates advantage where it improves timing, prioritization, or resource allocation in uncertain conditions. Even when prediction is harder, models can help brands estimate value, anticipate change, and make faster decisions than waiting for performance to reveal itself. ### What role should probabilistic methods play as deterministic signals continue to weaken? [Probabilistic marketing measurement](https://www.dacgroup.com/tech-platforms/iris/) matters more as deterministic signals weaken because it helps brands estimate contribution, behavior, and uncertainty when user-level certainty is no longer available. Used properly, probabilistic methods support better decisions without pretending to restore perfect attribution. ### What would a practical data science program look like for a brand under pressure to prove ROI faster? A [practical data science program](https://www.dacgroup.com/services/development/data-integration/) should start with a few high-value use cases, clean data inputs, and outputs decision-makers can actually apply within planning cycles. Under ROI pressure, practical means models that inform budget, targeting, forecasting, or risk quickly enough to change outcomes. ![||](https://www.dacgroup.com/wp-content/uploads/2024/12/3-1-480x240.png) [### Data-driven decision making: How AI analytics tools improve marketing strategies ](https://www.dacgroup.com/blog/data-driven-decision-making-how-ai-analytics-tools-improve-marketing-strategies/) ![Group of people doing a fist bump over a table with colorful charts and documents.](https://www.dacgroup.com/wp-content/uploads/2024/12/hands-480x240.jpg) [### Attribution reimagined: Probabilistic methods in privacy-first marketing ](https://www.dacgroup.com/blog/attribution-reimagined-probabilistic-methods-in-privacy-first-marketing/) ![Control Button](/wp-content/themes/dac/img/icons/stop-black.svg)## Amplify your reach with media-forward campaigns. Engage your audiences with local-forward strategies. Make data-forward decisions for measurable results. Drive outcomes with a performance-forward mindset. Get ahead with AI-forward innovations. Elevate your appeal with brand-forward solutions. [Let’s move forward ](https://www.dacgroup.com/contact/)