Intelligence Amplified,
Data Maximized
Intelligence Amplified, Data Maximized
Business predictive models are statistical or machine learning models that use historical data to predict future outcomes or trends. These models are essential tools for businesses to make informed decisions, identify opportunities, and mitigate risks.
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We collect results and project them into the future. Knowledge stays in the company and business start building results from data, by data and creating new data.
We collect results and project them into the future. Knowledge stays in the company and business start building results from data, by data and creating new data.
Then your company shifts from looking to past decisions and current result, into
multidimensional scenarios with future actionable decision and measured results.
Micro & Macro Economy Drivers
Inflation, wages, activity level, imports & exports, gas, power, etc.
Increase the accuracy and capability to build scenarios with divergence and correlation from external factors.
Consumer Behavioral Trends
Power of consumption, consumer confidence, purchase share by category, etc
Capture trends by mapping them, and adding the data dimensions for a better and deeper understatement of potential markets shifts.
Multidimensional Segmentation & Clustering
Product mix, buying history, repurchase cycle, delivery location, family group, expenditure, etc.
Find the opportunity inside the cluster, build the capability to create purchase impulse in an empathic approach to win the preference.
Hyper Personalization
Multiply +100 campaigns and sales activities.
Create +100 purchase journeys, make them compete, and then offer the right one for each consumer.
A real 1 to 1 relationship: content, messages and offers for each cluster.
B2B Growth & Profit Management
Economy trends, consumer trends, potencial market size, opportunities, product future demand, pricing scenarios, etc.
Customize and deliver your AI capabilities at the level of your strategic partners, make them growth and be able to manage the profit.
Phase 1
Human control
~4% ML
~1% AI
Phase 2
Hybrid control
~20% ML
~30% AI
Phase 3
IA control
~1% ML
~95% AI
Business prediction capabilities that provide actionable insights, empowering you to make data-driven decisions that are more likely to lead to positive outcomes.
Predictive models can help you uncover emerging trends, market gaps, and untapped opportunities for growth.
By accurately forecasting future trends, you can allocate resources more effectively, avoiding overspending or underspending.
INITIAL ANALYSIS AND DIAGNOSE
Discovery and Data Collection
Gathering relevant historical data.
Data Cleaning and Preparation
Cleaning and transforming data to ensure quality and consistency.
CUSTOMIZED SOLUTION DESIGN
Feature Engineering
Gathering relevant historical data.
Model Selection
Choosing the appropriate model type based on the problem and data characteristics.
Model Training
Fitting the model to the training data to learn patterns and relationships.
DEPLOYMENT
Deployment
Integrating the model into business applications for real-time predictions.
Team Training
Sharing best practices and insights to foster a culture of innovation and continuous learning.
Practical workshops and tailored training sessions to address specific team needs and skill levels.
EVOLUTION & OPTIMIZATION
Optimization
Improving the model’s accuracy by using all data sources in past scenarios projections until we achieve the desired target.
Evolution
AI evolves every day, new tools, new capabilities, new costs, new opportunities. Our evolution approach to AI leverage the actual capabilities by adopting new technology, new tools and new solutions to keep you on the innovation lead.
Predictive Analytics
Utilizing AI algorithms to forecast trends and future behaviors, enabling proactive and effective planning.
Customer Experience Personalization
Using data and AI to deliver personalized customer experiences, improving satisfaction and loyalty.
Advanced Integration
Combining artificial intelligence and data analysis to provide integrated solutions that enhance strategic decision-making.
Operational Optimization
Leveraging AI to automate processes and improve operational efficiency, reducing costs, and increasing productivity.
Pattern and Anomaly Detection
Implementing AI solutions that identify hidden patterns and detect anomalies in large data volumes, enhancing security and decision-making.
Marketing Optimization
Merging AI and data analysis to optimize marketing strategies, identifying the best opportunities and channels to reach your audience.
Used to predict categorical outcomes.
Used to predict continuous numerical values.
Used to forecast future values based on historical data.
Used to group similar data points together.
Visualizes decision-making processes step by step.
Complex models inspired by the human brain, capable of learning patterns and making predictions.
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