Beyond OCR: CoreTechX Unlocks the GCC’s "Locked" Data Assets with Sovereign AI Innovation

Beyond OCR: CoreTechX Unlocks the GCC’s "Locked" Data Assets with Sovereign AI Innovation

Local deep-tech firm achieves state-of-the-art benchmarks in Arabic handwriting recognition, outperforming global giants to drive Vision 2030 digital excellence.

CoreTechX, a regional leader in specialized document intelligence, today announced a landmark technical breakthrough with the launch of its ENAHR (End-to-End Arabic Handwritten Recognition) pipeline. The system successfully unlocks millions of "dead assets"—handwritten government contracts, court archives, and legal history—that have remained functionally unusable due to the limitations of global technology in processing cursive Arabic script.

The Strategic Shift: From Ethics to Actionable ROI

As the GCC enters a more mature phase of AI adoption, the conversation is shifting from theoretical ethics to quantifiable Return on Investment (ROI). CoreTechX is leading this transition by defining "Transparent AI"—systems built on oversight and traceability that allow institutional leaders to link AI interventions directly to operational outcomes.

"We are moving the needle from simply 'reading' a document to providing 'Actionable Intelligence,'" said Fahad Faisal Fahad AlSaud, Co-Founder of CoreTechX. "Undigitized data is a strategic liability. By transforming locked paper archives into structured, queryable knowledge, we are giving leaders the facts they need to fuel data-driven governance under Vision 2030."

Technical Innovation: The ENAHR Pipeline

The ENAHR pipeline represents a significant engineering feat, utilizing a hybrid CNN–Transformer architecture. This attention-based model is specifically designed to capture the long-range dependencies and complex connectivity of handwritten Arabic, which traditional "black box" systems often ignore.

The pipeline includes a unique "LLM Fix"—a final-stage refinement using lightweight language models to ensure human-level readability. This is supported by a two-stage training process involving massive synthetic pre-training followed by fine-tuning on regional datasets like KHATT and Muharaf.

Benchmarking Success: David vs. Goliath

CoreTechX’s specialized focus has resulted in record-breaking accuracy that places the firm ahead of Silicon Valley’s largest players:

• New State-of-the-Art: Achieved a 3.1% Character Error Rate (CER) on the KHATT dataset and a record 5.6% CER on the Muharaf historical dataset, surpassing the previous 8.6% baseline.

• Global Performance Gap: Comparative data reveals that CoreTechX’s average 0.1399 CER significantly outperforms ChatGPT (0.6076), Claude (0.5959), and Gemini-Pro (0.2805) on handwritten Arabic tasks.

Sovereign AI: The On-Premise Mandate

Addressing the critical need for data sovereignty, CoreTechX provides a fully on-premise deployment model. This satisfies the non-negotiable requirements of government and legal entities that reject API-based cloud solutions for sensitive national archives. By activating these archives locally, ministries can now analyze long-term patterns and trends with total security.

Scaling for the Future: CoreTechX’s OCR System

CoreTechX is currently transitioning its technology into a comprehensive knowledge platform centered around CoreTechX’s OCR System. This evolution allows institutions to "talk" to their archives via generative AI and vectorized retrieval, providing summaries and statistical analyses with full citations. This new layer is expected to increase employee productivity by at least threefold.

"The GCC’s unread archives are like a massive, unrefined oil field," AlSaud concluded. "The ENAHR pipeline is the refinery that converts this raw data into the high-octane intelligence needed to power the region’s modern digital economy."

About CoreTechX

CoreTechX is a MENA-based deep-tech firm dedicated to the advancement of Arabic Document Intelligence. Through its OCR System and Knowledge Platform, it aims to become the primary backbone of structured Arabic knowledge for the entire Arab world within the next five years.

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