Solutions

Churn Prediction

Score every customer on the risk of leaving and see the variables behind it.
Customer Lifetime Value Prediction

Estimate what each customer is worth over time, and what drives that value.
Next Best Offer

Rank the offers each customer is most likely to accept, with the reasons why.
Next Best Action

Choose the best next step per customer: an offer, a retention contact or a service action.
Cross-Sell Prediction

Find the customers most likely to buy a complementary product, and why.
Upsell Prediction

Find the customers most likely to move to a higher offer, and why.
Lead Scoring

Estimate the chance that each prospect becomes a customer, and why.
Credit Scoring

Estimate a borrower’s probability of repaying, with each factor explained.
Credit Risk Assessment

Track credit risk across a portfolio and see what drives its changes.
Loan Default Prediction

Estimate which loans may default, and the factors behind each score.
Fraud Detection

Score suspicious transactions and see the factors behind each alert.
Claims Fraud Detection

Flag insurance claims likely to be fraudulent or exaggerated, with the reasons.
Anti-Money Laundering Pattern Detection

Spot unusual transaction structures between accounts, with the factors behind each alert.
Tax Fraud Detection

Prioritize the tax returns most likely to contain irregularities, with a documented reason.
Demand Forecasting

Estimate future demand per product and see what drives the forecast.
Sales Forecasting

Forecast revenue from the sales pipeline and past conversion, with the factors explained.
Inventory Forecasting

Turn expected demand into stock levels that limit stock-outs and overstock.
Cash Flow Forecasting

Anticipate cash in and out, including how customers and suppliers really pay.
Budget Forecasting

Project a budget line from its history and the structural factors behind it.
Public Budget Forecasting

Forecast a voted public budget line with arguments you can defend to elected officials.
Predictive Maintenance

Anticipate equipment failures from the data you already collect, with the reasons.
Equipment Failure Prediction

Estimate the probability that an equipment fails at a given horizon, and why.
Equipment Downtime Prediction

Estimate how long an equipment stop will last and what it will cost in output.
Automated Defect Classification

Classify defects during production, in real time, with the measures behind each call.
Production Yield Optimization

Find which process parameters drive the share of conforming parts.
Asset Degradation Modeling

Model how the condition of an asset evolves with use, and estimate its remaining life.
Sensor Data Modeling at Scale

Model thousands of sensor variables together on a standard server.
Model Drift Monitoring

See when a predictive model loses accuracy and needs an update.
Seasonal Model Recalibration

Adapt a model to predictable seasonal changes without rebuilding it each cycle.
Energy Consumption Optimization

Find the parameters that drive energy use in a process, and what to adjust.
Marketing Mix Optimization

Estimate the profit of each marketing action and find the budget split that maximizes it.
Marketing ROI Simulation

Forecast the return of a campaign at different sizes and pick the best one.
Sales Resource Allocation

Direct sales effort where the expected return is highest, shop by shop.
Credit Appetite Prediction

Estimate which customers are likely to take up a credit product, and why.
Self-Service Analytics

Let business users build their own data flows without SQL or programming.
Dashboarding

Publish KPI dashboards on the web, fed by the same engine as your models.
Data Integration

Extract, clean, load and verify data from 80+ sources on one server.
Data Warehousing

Centralize analytical data in fast columnar storage on standard hardware.
Automated Reporting

Refresh recurring reports and Office charts automatically from your data.
Data Quality and Cleaning

Detect and fix errors, duplicates and inconsistencies in your data.
R and Python Integration

Run your R, Python and JavaScript code inside the same data pipelines.
BI Tool Integration

Feed Tableau, Qlik, Kibella or any database from automated pipelines.
IoT Data Processing

Receive and process MQTT sensor streams on one or two standard servers.
Text Mining

Turn unstructured text into clean fields and variables for prediction.

Testimonials

What our clients say

“The performance, even on an entry-level laptop, is astonishing. It far outperforms MS Query’s response time on a comparable machine.”

Bernard D. – Senior Financial Advisor

“Both Anatella (ETL) and Modeler process large volumes of data far faster than most competitors, with minimal memory usage.”

Daniel M. – Statistician & Software Dev

“In 22 years in this profession, 10 of them with TIMi, I could write a book about everything TIMi has genuinely brought me compared to the competition.”

Artur G. – Data Scientist

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