Sentigrate was facing a challenge. Secure data collection and accuracy at all times automatically. Klareco’s automated data acquisition was fetching data daily but it did not allow backfilling missing data.

To resolve this, Sentigrate enhanced the automation framework to support structured backfilling of missing data. This extension enabled the system to automatically identify data gaps and retrieve historical records, restoring dataset continuity without manual intervention.

Additionally, Sentigrate partnered with Seegma to enable programmatic access to gas sensor data via API integration. This provided reliable, scalable access to raw sensor outputs and ensured that any previously unavailable measurements could be securely retrieved and reconciled.

Sentigrate specializes in custom software and data platforms for industries where data accuracy is mission-critical. By combining secure integrations, automation, and intelligent data processing, Sentigrate enables organizations to:

• Reduce operational overhead
•  Improve data reliability
•  Make faster, data-driven decisions

If your organization depends on accurate, real-time data and wants to eliminate manual inefficiencies, Sentigrate can help.

Looking to modernize your data infrastructure?
If you’re looking to modernize your data infrastructure, optimize performance, or build a real-time analytics products. Sentigrate is here to help you scale. Get in touch with Sentigrate to discover how automated data solutions can transform your operations with efficiency,reliability, and with impact.

Before Sentigrate’s involvement, fiber network planning relied heavily on manual processes, resulting in inefficiencies, outdated data, and revenue leakage. Sentigrate designed and implemented automation solutions across the full installation pipeline.

This included an AI-powered address validation system that aggregates and synchronizes data from postal services and Flemish government sources, ensuring an always up-to-date and accurate address database. As a result, Heta.ai eliminated discrepancies, reduced manual verification, and safeguarded installation revenue.

Beyond address validation, Sentigrate automated material planning using LiDAR data to determine required resources with precision, and developed an intelligent scheduling system that optimizes installation timelines while accounting for real-world constraints. These automation layers significantly increased speed, accuracy, and operational efficiency, giving Heta.ai a clear competitive advantage in large-scale fiber network deployments.

My EPC makes an estimation beforehand and lets you know whether or not your house needs the certification.  Later on, if needed, certified and knowledgeable professionals visit your area and make the final measurements and calculations of your building and correct any inaccuracies or mistakes with verified and inspected data. My EPC had the need to gather more efficiently public information that they had access but couldn’t store and process. The information of the buildings mainly came from google maps or public government archives.This approach was time-consuming and limited the scalability of operations.

MyEPC partnered with Sentigrate to improve how it leveraged public data provided by Vlaanderen. The objective was to transition from manual data gathering to structured API-driven integration using the official digital tools made available by the Flemish government.Senrigrate translated complex technical resources into a clear, step-by-step implementation guide, enabling seamless API integration within MyEPC’s existing infrastructure. This resulted in automated data collection, improved estimation accuracy, and a scalable digital foundation for future growth.

If you’re looking to modernize your data infrastructure, optimize performance, or build intelligent, real-time analytics products, Sentigrate is your strategic AI partner, helping you scale with efficiency, reliability, and impact.

The project is funded by VLAIO and brings together:

• Sentigrate – Lead software and data intelligence partner
• Inovigate – Healthcare consulting and dietary data coordination
• Imelda Ziekenhuis – Clinical partner responsible for patient care and validation

From Data Collection to Prediction

Patients continuously wear the Corsano Watch, enabling real-time monitoring of physiological parameters such as heart rate, stress indicators, sleep, and activity levels. In addition, dietary patterns are analyzed through collected food purchase data.

At the core of MDB-4-IBD is Sentigrate’s role in designing and developing the predictive algorithm. By integrating physiological, behavioral, and nutritional data, Sentigrate builds advanced machine learning models capable of identifying early warning signals of IBD flare-ups. The tech stack that we use to being this project to life is Python, Dagster and Scaleway.

Impact

MDB-4-IBD aims to shift IBD care from reactive to predictive, enabling earlier interventions, personalized treatment strategies, and improved patient outcomes.

Through this project, Sentigrate demonstrates its expertise in digital health platforms, secure medical data integration, and AI-driven healthcare innovation.

If you’re looking to modernize your data infrastructure, optimize performance, or build intelligent, real-time analytics products, Sentigrate is your strategic AI partner, helping you scale with efficiency, reliability, and impact.