{"slug": "why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are", "title": "Why Translating Scanned Legal Documents Is Still Broken in 2026 (And How We Are Fixing It)", "summary": "A developer building Lekhak, an AI-powered legal document translation platform, highlights the persistent challenges in translating scanned Indian legal documents. The platform addresses issues with traditional OCR and generic AI translators by understanding document structure, extracting text from images, identifying legal entities, preserving formatting, and performing context-aware translation.", "body_md": "If you have ever tried translating a scanned property deed, court order, birth certificate, or government document from Hindi to English, you know how frustrating the process can be.\n\nThe document is usually:\n\nMost AI translation tools fail at the very first step.\n\nTraditional OCR struggles to extract text accurately from Indian documents. Generic AI translators may produce grammatically correct sentences but often miss legal terminology, context, formatting, and names. This becomes a serious issue because in legal documents, a single mistranslated phrase can completely alter the meaning.\n\nWe discovered this problem firsthand while working with hundreds of Indian legal and government documents.\n\nA land record is not the same as a court judgment.\n\nA sale deed is not the same as an affidavit.\n\nA birth certificate issued in Rajasthan looks very different from one issued in Tamil Nadu.\n\nYet most translation systems treat them all as ordinary text.\n\nThat is why we started building **Lekhak**.\n\nLekhak is an AI-powered legal document translation platform designed specifically for scanned and image-based documents. Instead of performing simple word-to-word translation, the platform first understands the document structure, extracts text from images, identifies legal entities, preserves formatting, and then performs context-aware translation.\n\nThe goal is simple:\n\n**Make legal and government document translation accurate, fast, and accessible for everyone.**\n\nOver the coming weeks, I will share:\n\nIf you work in legal tech, immigration, compliance, courts, or AI, I would love to hear your experiences.\n\nWhat is the most difficult document you have ever had to translate?", "url": "https://wpnews.pro/news/why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are", "canonical_source": "https://dev.to/lekhak_app/why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are-fixing-it-22aa", "published_at": "2026-06-24 10:39:49+00:00", "updated_at": "2026-06-24 10:43:28.229194+00:00", "lang": "en", "topics": ["artificial-intelligence", "natural-language-processing", "ai-products", "ai-tools", "developer-tools"], "entities": ["Lekhak", "AI-powered legal document translation platform"], "alternates": {"html": "https://wpnews.pro/news/why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are", "markdown": "https://wpnews.pro/news/why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are.md", "text": "https://wpnews.pro/news/why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are.txt", "jsonld": "https://wpnews.pro/news/why-translating-scanned-legal-documents-is-still-broken-in-2026-and-how-we-are.jsonld"}}