Sector expertise

Finance and Compliance

AI and NLP to turn ESG compliance into competitive advantage. IFAB develops advanced solutions for the automated analysis of non-financial reports, KPI extraction and continuous monitoring of sustainability performance — fully aligned with the latest European regulatory standards.

Expertise offered by IFAB

Advanced AI pipeline with vLLM-Weaviate architecture;
Automated multi-format extraction, capable of extracting both structured data (CSV tables) and unstructured data (narrative text);
Scalable web scraping framework;
Integration focused on European companies subject to the new CSRD thresholds for regulatory compliance.

Possible areas of implementation

Automated gap analysis system to verify the compliance of corporate reports with new EU requirements;
ESG-based credit scoring for financial services;
Real-time ESG monitoring with intelligent aggregation for continuous performance tracking;
Sector benchmarking with correlation analysis;
What-if analysis for policy impact.

Solutions adopted

Automated ESG Analysis

Growing ESG regulatory complexity demands tools that can keep pace. IFAB has developed an AI pipeline with a vLLM-Weaviate architecture to analyse non-financial reports at scale — extracting both structured and unstructured data, identifying recurring practices and relevant metrics, with full CSRD compatibility and scalability across HPC multi-GPU infrastructures.

KPI extraction from documents

Turning complex documents into structured, actionable data is a critical challenge for banks, investors and compliance officers. IFAB has developed a multi-format automated extraction system capable of processing over 10,000 ESG documents — delivering JSON and CSV outputs, direct integration with banking systems and a scalable web scraping framework.

Every sector has its own challenges. We have the expertise to address them.

Are you a company, a startup, or an SME looking to develop advanced AI and Big Data innovation projects? Tell us about your needs and let’s get in touch.

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