Services

Machine Learning applied to real decisions

Machine Learning applied to real decisions

We design and train models that detect patterns, anticipate scenarios, and optimize production processes based on your data.

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Value

Where does generative AI add value?

Prediction and forecasting

We anticipate yields, demand, deviations, and future scenarios using historical data and external variables.

Prediction and forecasting

We anticipate yields, demand, deviations, and future scenarios using historical data and external variables.

Prediction and forecasting

We anticipate yields, demand, deviations, and future scenarios using historical data and external variables.

Smart classification

We segment data, assets, or behaviors to improve operational and strategic decisions.

Anomaly detection

We identify errors, fraud, failures, or atypical situations before they have an impact.

How do we do it?

A clear process, from start to finish

Understanding of the problem

Data preparation

Model training

Assessment and continuous improvement

Operational integration

Technology

Flexible and scalable Machine Learning

Advanced data analysis

We analyze your historical data, operational variables, and business objectives to define which Machine Learning models generate real impact. We identify patterns, relationships, and opportunities.

Analyzing data...

System check

Proceso de verificación

Speed check

Manual work

Tarea repetitiva

Analyzing data...

System check

Proceso de verificación

Speed check

Manual work

Tarea repetitiva

Model development

We design and train predictive models, classifiers, and recommendation systems tailored to your operational context. Each model addresses a specific problem, not a generic approach.

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

Integration with existing systems

We integrate Machine Learning models into your current platforms, dashboards, APIs, and workflows. Results reach where decisions are made, without friction or forced changes in the operation.

Our solution

Your stack

Learning and continuous optimization

We monitor the performance of the model, measure accuracy, and adjust parameters with new data. The system learns over time and adapts to the evolution of your business.

Chatbot system

Efficiency will increase by 20%

Workflow system

Update available..

Sales system

Up to date

Real cases

Success stories

Fintech

Reduction of fraud by 42% through real-time anomaly detection models.

Increase in the recall of the fraud model from 0.71 to 0.89.

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Fintech

Reduction of fraud by 42% through real-time anomaly detection models.

Increase in the recall of the fraud model from 0.71 to 0.89.

Let's talk

Fintech

Reduction of fraud by 42% through real-time anomaly detection models.

Increase in the recall of the fraud model from 0.71 to 0.89.

Let's talk

Retail / E-commerce

18% increase in the conversion rate thanks to personalized recommendation models.

Improvement of the recommendation engine CTR by 27%.

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Retail / E-commerce

18% increase in the conversion rate thanks to personalized recommendation models.

Improvement of the recommendation engine CTR by 27%.

Let's talk

Retail / E-commerce

18% increase in the conversion rate thanks to personalized recommendation models.

Improvement of the recommendation engine CTR by 27%.

Let's talk

Industry / Manufacturing

30% reduction in unplanned downtimes through predictive maintenance.

Prediction model accuracy of over 92%.

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Industry / Manufacturing

30% reduction in unplanned downtimes through predictive maintenance.

Prediction model accuracy of over 92%.

Let's talk

Industry / Manufacturing

30% reduction in unplanned downtimes through predictive maintenance.

Prediction model accuracy of over 92%.

Let's talk

Logistics / Supply Chain

Inventory optimization with a 22% reduction in stockouts.

Forecast of demand with MAPE error lower than 8%.

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Logistics / Supply Chain

Inventory optimization with a 22% reduction in stockouts.

Forecast of demand with MAPE error lower than 8%.

Let's talk

Logistics / Supply Chain

Inventory optimization with a 22% reduction in stockouts.

Forecast of demand with MAPE error lower than 8%.

Let's talk

FAQs

Frequently asked questions

Frequently asked questions

What kind of problems are solved with Machine Learning?

Machine Learning is used for prediction, classification, scoring, and pattern detection. It is ideal when there are historical data and a decision that is repeated over time, such as estimating demand, assessing risk, or identifying deviations.

What data is needed to train a model?
Are the models explainable?
How often is a model updated?
Does Machine Learning replace human decisions?
What kind of problems are solved with Machine Learning?

Machine Learning is used for prediction, classification, scoring, and pattern detection. It is ideal when there are historical data and a decision that is repeated over time, such as estimating demand, assessing risk, or identifying deviations.

What data is needed to train a model?
Are the models explainable?
How often is a model updated?
Does Machine Learning replace human decisions?

Ready to turn your data into clear decisions?

Let's work together on a technological solution aligned with your processes and business objectives.

Let's talk

Ready to turn your data into clear decisions?

Let's work together on a technological solution aligned with your processes and business objectives.

Let's talk

Ready to turn your data into clear decisions?

Let's work together on a technological solution aligned with your processes and business objectives.

Let's talk