Data Science

Strengthen decisions with predictive models that reveal what comes next.

Ventagium’s Data Science work applies machine learning and advanced analytics to the operational questions that matter most. We design models that forecast demand, identify risks, classify patterns, and guide smarter planning across your supply chain and business.

Gain deeper insights with AI-powered analytics

Improve decision-making with data-driven predictions

Optimize operations and reduce risks

Proven Results in days, not years

01

Discovery and problem definition

We clarify the decision you want to improve and the outcome the model must support. This ensures the work stays practical and measurable.

02

Data assessment and modeling approach

We evaluate available data, define target variables, and select the right machine learning techniques.

03

Model development and training

We build and train models for forecasting, classification, clustering, or regression depending on the need. Iterations focus on accuracy, stability, and interpretability.

04

Implementation and integration

We deploy the model into your reporting environment or operational workflow so predictions reach the people who use them.

05

Continuous improvement and MLOps

As new data becomes available, models can be refined to improve performance and reflect changing business realities. Through MLOps process models are monitored to make sure they keep on performing at the required levels.

Machine Learning

Classification
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Clustering
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Regression
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Forecasting

Technologies we work with

Microsoft Fabric logoMicrosoft Power BI LogoMicrosoft Power Apps logoMicrosoft Power Automate logo
Tableau logoDatabricks logoGoogle Cloud logoPython logo

Some of the sources and tools we have experience with

and many more!

Interact with your data
like never before

Explore how connected analytics turns data into direction.

Experience how Ventagium’s Microsoft-based solutions bring visibility and precision to every link in your supply chain. Navigate real scenarios—from forecasting to fulfillment—and see how unified data helps you make faster, smarter decisions.

Navigate the Demo
Supply chain dashboard demo displaying key performance indicators and analytics for business operations management.

What we deliver

  • Predictive models for demand, inventory, staffing, and operational planning
  • Classification and clustering models that identify patterns or risk groups
  • Forecasting models that support scenario analysis and planning cycles
  • Optimization algorithms for resource allocation, space planning, or routing
  • Scoring models to support prioritization and early-warning systems
  • Clear documentation and handover for long-term management
  • Dashboards that visualize model outputs for business users

Common use cases

  • Demand forecasting for supply chain and production
  • Workforce planning and hiring-needs prediction
  • Inventory optimization and replenishment modeling
  • Customer segmentation and behavior clustering
  • Anomaly detection for quality or fraud signals
  • Predicting logistics delays or cost changes
  • Space or capacity planning

Key Partnerships and Alliances

We partner with strategic organizations, in order to deliver the best possible solutions. These alliances enable innovation, product enhancement, digital acceleration, greater customer value and the discovery of meaningful insights.

What Our Clients Say

Trusted by operations and analytics leaders across industries

"

As a global communications firm, we require comprehensive and insightful tools to navigate the complex landscape of public policy for our clients.

The Business Intelligence tools developed by Ventagium have been nothing short of transformative. Their custom solutions enable us to analyze and interpret vast amounts of data, providing actionable insights that drive public policy initiatives. The clarity and depth of analysis provided by these tools have significantly enhanced our strategic advising and allowed us to achieve measurable success for our clients.

We consider Ventagium an invaluable partner in our ongoing efforts to deliver impactful results.

-

Alba Hermo

,

VP Data and Intelligence

"

Datalagged, Michelin stalled. Ventagium Data Consulting pit-stopped us, modernizedour infrastructure, and fueled new insights. Sales visibility soared, decisionssharpened. No rocket launch, just quiet efficiency - data nowdrives our journey.

-

Emmanuel Prieto

,

BI Director

"

As the Director of multiple manufacturing facilities, I'm constantly under pressure to deliver results. Ventagium has become a strategic partner in helping me achieve those goals.They've transformed our data into actionable insights that have led to significantimprovements in our manufacturing efficiency and productivity. They've taken care of everything, from data analysis to implementation, allowing me to focus on running the plant. I can't recommend them enough to any plant director looking to take their operations to the next level.

-

Rodrigo Krieger

,

Director of Operations

"

Five years ago, our shoe shops were plagued by an excess inventory due to a lack of information. It was a nightmare for both our customers and our bottom line to experience a good shoppingexperience. Then we partnered with Ventagium and they helped us to revolutionize our inventory management through data-driven analysis. Stockoutsdiminished dramatically and the inventory levels were optimized, which helpedus to intelligently apply our budget.

Ventagium is more than just a data consultantsfirm; they're a trusted partner in our growth and a key part of our businessstrategy. If you're a retailer struggling with inventory challenges, Ventagium is the answer you've been searching for.

-

Orlando Resendiz

,

CEO

"

For years, running our cardboard box manufacturing business felt like navigating a fog. We had limited visibility into our supply chain, demand forecasting was an inexact science, and inventory management was a constant headache. Then webrought in Ventagium. They were like a beacon in the mist. They provided uswith a clear, data-driven view of our entire operation, from raw materials tofinished product. Their demand forecasting is so accurate, we've virtuallyeliminated stockouts and excess inventory. They've even optimized ourmanufacturing process, leading to increased efficiency and cost savings.

In just four years, they've transformed our business. We're now more agile,responsive, and profitable than ever before. If you're a manufacturer lookingto gain a competitive edge, I can't recommend Ventagium highly enough.

-

Rafael Padilla

,

CEO

"

We have very high requirements for speed, agility, and customized innovation –Ventagium has exceeded our expectations in every way. 
They’ve given us unprecedented visibility to our supply chain, which is allowing us to move the metrics that matter in a bigger and faster way than we ever anticipated. We’re grateful for their partnership, and the future is bright. 


I highly recommend.

-

Caleb Evans

,

Director of Direct To Consumer Fulfillment

"

Data used to overwhelm me. Now, thanks to Ventagium, it's my superpower. They transform complex data into compelling stories that influence policymakers and the public. They helped me secure funding for critical research and shape policy decisions. Any policy professional who wants their data to sing needs Ventagium.

-

Paola Hernández

,

Policy Director

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Trusted by Industry Leaders

Ventagium partners with manufacturers, retailers, and logistics innovators who rely on data to run smarter, faster, and more resilient supply chains.

Meta
LALA
Distribuidora de Explosivos Oviedo
Smurfit Kappa
Ariza de México
Tessy Plastics
Tiendas 3B
Source Logistics
Microsoft
Dienes
Embba
Tempur Sealy
UNOPS
The Gund Company
Fratello
Michelin
AIQ

Contact Us

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