Updates

Electe Version 3 - SaaS Revolution with AI and Privacy by Design

5 AI prediction methods, intelligent document analysis, automated reports. ELECTE Version 3 is our most important upgrade: from Trend Tracker to Smart Predictor for complex time series, from automatic extraction of insights from documents to classification with sentiment analysis. Privacy by design with Zero Trust architecture. Free migration for existing users.

We are excited to announce the preview release of Electe Version 3, our most significant update to date. This new version radically transforms the platform with cutting-edge artificial intelligence features, while maintaining our commitment to privacy by design. Here are all the new features you will find in this version.

1. Advanced Prediction Methods Based on AI.

We have completely redesigned our prediction engine, introducing five specialized methods that allow you to choose the approach that best fits your data:

  • Trend Tracker: Optimized for data with a constant trend, this model excels at identifying and projecting linear patterns over time.
  • Growth Accelerator: Ideal for data with increasing growth rates, perfect for startups or rapidly expanding businesses.
  • Smooth Forecaster: Designed to smooth out short-term fluctuations, it helps you see the overall trend without the "noise" of daily data.
  • Season Sense: Specializing in analyzing data with seasonal patterns, this model identifies and projects recurring cycles in your data.
  • Smart Predictor: Our most advanced model for complex time series, it uses sophisticated algorithms to handle data with multiple interdependent variables.

In addition, the new "Compare All Methods" function allows you to compare the results of all methods simultaneously to choose the most accurate one for your specific case.

2. Comprehensive and Specialized Financial Analysis

We have expanded the types of financial data that can be analyzed, offering tools tailored to every aspect of your business:

  • Revenue Stream: Monitor the total revenue stream from the sale of goods or services.
  • Cost Tracker: Keep track of operational costs and identify areas for optimization.
  • Profit Pulse: Analyze net income after expenses for a clear view of profitability.
  • Cash Compass: Accurately manage cash inflows and outflows.
  • Asset Analyzer: Evaluate corporate resources with detailed asset value analysis.
  • Debt Monitor: Monitor debts and bonds with intelligent projections of repayments.
  • Equity Explorer: Analyze the ownership structure and its evolution over time.
  • Stock Seer: For listed companies, predict market trends and stock valuations.

3. AI-Powered Insights: Intelligent Document Analysis.

One of our most significant innovations is the introduction of AI-enhanced document analysis:

  • Automatic extraction of key information from any business document.
  • Key Points Summary: Automatic summary that identifies and summarizes key points.
  • Keyword Analysis: Visual identification of the most frequent and relevant terms.
  • Sentiment Analysis: Determining the emotional tone of the document with confidence indication.
  • Category Classification: Automatic classification of the main topic with graphical display.
  • Content Metrics: Detailed content statistics, including number of words, sentences, and estimated reading time.

The intuitive interface allows you to upload any document (PDF, Word, Csv etc.) and immediately receive a complete analysis, saving hours of manual reading and review.

4. Report Generator with Intelligent Templates

Create professional reports in seconds with our new report generator, which includes preset templates for various business needs:

  • Financial Performance: Comprehensive analysis of revenues, expenses and profit margins.
  • Customer Insights: Detailed breakdown of customer segments and behavioral patterns.
  • Operational Metrics: essential KPIs for business operations.
  • Brand Voice & Communication: Analysis of communication consistency across all channels.
  • Inventory Analysis: Inventory metrics, rotation, and inventory management.
  • Marketing Content Performance: Evaluating the effectiveness of marketing content.
  • Competitive Intelligence: Analysis of competitors' activities (under development).
  • Knowledge Management Analytics: Optimizing internal documentation.

Each template can use both forecast data anddocument analysis, combining the two technologies for even more comprehensive and contextualized reports.

5. Improvements in Cloud Storage

We have upgraded our cloud storage system with:

  • Hybrid cloud capabilities that combine local and cloud storage.
  • Management enhanced by AI that learns access patterns and optimizes performance.
  • Advanced protection with end-to-end encryption and immutable storage.

6. Privacy by Design and Advanced Security.

In line with our commitment to privacy, we have implemented:

  • Zero Trust architecture with continuous authentication and authorization.
  • AI-based threat detection with behavioral analysis.
  • Automated security testing and validation.
  • End-to-end encryption and comprehensive data loss prevention.
  • User-centered controls for privacy management.

7. Competitive Pricing Without Compromise

We maintain our commitment to exceptional value with a simple and convenient pricing structure:

  • Starter: 39 € per month
  • Professional: 49 € per month
  • Enterprise: 59 € per month

Unlike other saas solutions that use per-user pricing models, our flat-fee approach offers predictable costs regardless of team size.

8. Free Migration for Existing Users

For current Electe users, the upgrade to version 3 will be completely free of charge. The process includes:

  • Phased implementation to minimize disruptions
  • Data export and import tools

The platform will be migrated to the link platformelecte.net in the coming days.

Coming Soon: Autonomous IA Agents (Q2/Q3 2025)

We are working on solutions based on AI operators that could be released as a separate application from the core platform. These autonomous agents will enable automation of complex tasks with minimal human intervention, representing a significant evolution in the way you interact with your data and business processes.

Electe Version 3 represents a significant step forward in our mission to provide powerful, intuitive and privacy-friendly business tools. As always, we look forward to your feedback to continue to improve the platform.

To start using these new features, log into your account or contact our support team for a guided migration.

10. Complete Website Makeover

We are happy to announce that in parallel with the launch of Electe Version 3, a complete makeover of our website is coming. The new site will be designed to:

  • Provide a more intuitive and modern user experience
  • Clearly present the platform's many features
  • Improve navigation and access to support resources
  • Implement a responsive design optimized for all devices
  • Speed up loading times and improve accessibility

Future Roadmap: Continuous Improvements and New Integrations

The launch of Electe Version 3 represents only the beginning of our innovation journey. In the coming months, we will continue to:

  • Continuously improve existing features based on user feedback
  • Develop new integrations with third-party platforms and services
  • Expand predictive and document analysis capabilities
  • Optimize platform performance and reliability
  • Develop our AI agent solution, probably as a separate application but integrable with Electe

We invite you to share your suggestions and priorities through our portal, which will be accessible directly from the interface of the new version.

The Electe Team

Resources for business growth

November 9, 2025

Regulating what is not created: does Europe risk technological irrelevance?

Europe attracts only one-tenth of global investment in artificial intelligence but claims to dictate global rules. This is the "Brussels Effect"-imposing regulations on a planetary scale through market power without driving innovation. The AI Act goes into effect on a staggered timetable until 2027, but multinational tech companies respond with creative evasion strategies: invoking trade secrets to avoid revealing training data, producing technically compliant but incomprehensible summaries, using self-assessment to downgrade systems from "high risk" to "minimal risk," forum shopping by choosing member states with less stringent controls. The extraterritorial copyright paradox: EU demands that OpenAI comply with European laws even for training outside Europe-principle never before seen in international law. The "dual model" emerges: limited European versions vs. advanced global versions of the same AI products. Real risk: Europe becomes "digital fortress" isolated from global innovation, with European citizens accessing inferior technologies. The Court of Justice in the credit scoring case has already rejected the "trade secrets" defense, but interpretive uncertainty remains huge-what exactly does "sufficiently detailed summary" mean? No one knows. Final unresolved question: is the EU creating an ethical third way between U.S. capitalism and Chinese state control, or simply exporting bureaucracy to an industry where it does not compete? For now: world leader in AI regulation, marginal in its development. Vaste program.
November 9, 2025

Outliers: Where Data Science Meets Success Stories.

Data science has turned the paradigm on its head: outliers are no longer "errors to be eliminated" but valuable information to be understood. A single outlier can completely distort a linear regression model-change the slope from 2 to 10-but eliminating it could mean losing the most important signal in the dataset. Machine learning introduces sophisticated tools: Isolation Forest isolates outliers by building random decision trees, Local Outlier Factor analyzes local density, Autoencoders reconstruct normal data and report what they cannot reproduce. There are global outliers (temperature -10°C in tropics), contextual outliers (spending €1,000 in poor neighborhood), collective outliers (synchronized spikes traffic network indicating attack). Parallel with Gladwell: the "10,000 hour rule" is disputed-Paul McCartney dixit "many bands have done 10,000 hours in Hamburg without success, theory not infallible." Asian math success is not genetic but cultural: Chinese number system more intuitive, rice cultivation requires constant improvement vs Western agriculture territorial expansion. Real applications: UK banks recover 18% potential losses via real-time anomaly detection, manufacturing detects microscopic defects that human inspection would miss, healthcare valid clinical trials data with 85%+ sensitivity anomaly detection. Final lesson: as data science moves from eliminating outliers to understanding them, we must see unconventional careers not as anomalies to be corrected but as valuable trajectories to be studied.