Sovereign AI Infrastructure for India's Public Sector.
Engineered for central ministries, state secretariats, and law enforcement. Deploying air-gapped Indic OCR, automated legal section mapping, and regional speech intelligence across 22 Scheduled Languages.
Decoding 400-Year Cursive Kaithi Deeds
Trained on 400,000+ bounding boxes annotated by paleographic scholars. Converts unreadable revenue deeds into verified Devanagari text with complete spatial coordinate coordinates.
Institutional Deployments & Strategic Alignment
Collaborating with Central Ministries, State Secretariats, and National Police Bodies
Experience Sovereign AI in Action
Interact with live pipelines decoding cursive land deeds, generating FIR drafts, and localizing government portals in real time.
Deciphering 400-Year Kaithi Cadastral Deeds
Kaithi lacks the modern Devanagari header line (shirorekha) and features complex handwritten cursive ligatures. Toggle through our 3-stage neural pipeline below:
Five Flagship Sovereign Projects
Custom-engineered Indic AI infrastructure purpose-built for land archives, police operations, regional speech, citizen grievances, and digital public portals.
Kaithi Script HTR & Digitization
Unlocking 400 years of ancestral cadastral records across DLRS Special Survey
End-to-end handwriting recognition pipeline trained on 400k+ annotated bounding boxes. Transforms extinct cursive manuscripts into modern Devanagari with statutory cadastral entity extraction (Mauza, Khata, Khesra) and 4-tier human validation.
AI Voice-to-FIR & BNS Automation
Winner: BHASHINI LEAP Hackathon (Law Enforcement Problem Statement 2)
Converts spoken victim and witness statements in native regional dialects into structured FIR drafts in under 90 seconds. Employs domain-specific RAG to map offenses to the new Bharatiya Nyaya Sanhita (BNS 2023) codes with court-grade audit trails.
VaaniSetu Rajasthan Voice AI
16.34M native regional speakers
Targeted speech corpus collection and ASR/TTS training across Marwari, Mewari, Dhundhari, Hadoti, Mewati, and Bagri for e-Mitra citizen touchpoints.
दस्तावेज़ (Dastavej) Wizard
Rajasthan Sampark intake automation
Indic OCR and automated intent classification for handwritten citizen petitions, replacing manual data entry and enabling accurate department routing.
WTMC Web Localization
Centralized BHASHINI web console
Lightweight proxy engine dynamically localizing and synchronizing hundreds of government web portals into 22 Indian languages with human-in-the-loop review.
Core Sovereign AI Capabilities
A cohesive stack engineered from the ground up for the nuances of Indian public administration, multilingual citizen services, and high-security government deployments.
Indic OCR & Historical HTR
High-precision handwriting and print recognition for complex and historical scripts (Kaithi, Devanagari) trained on 400,000+ annotated bounding boxes.
Regional Speech AI (ASR & TTS)
Acoustic and language models built for non-scheduled regional dialects, ambient field noise, and real-world citizen voice interactions.
Legal & Police AI (BNS 2023)
RAG intelligence trained on Bharatiya Nyaya Sanhita (BNS), BNSS, and BSA 2023 for automated legal section mapping and evidentiary record preparation.
Indic Document Intelligence
Automated extraction and classification from distorted scans, multi-page PDFs, handwritten citizen petitions, and revenue documents.
Automated Web Localization
Enterprise-grade translation proxy engines dynamically localizing large government websites into 22 scheduled Indian languages with human-in-the-loop review.
Air-Gapped Sovereign Cloud
Zero external network egress. Deployable on MeitY-empanelled cloud instances, state data centers (SDCs), or physically air-gapped on-premise hardware.
Built for National Trust & Public Accountability
Unlike commercial AI vendors, MultiLipi designs strictly for legal admissibility, zero data leakage, and sovereign accountability.
BHASHINI LEAP Hackathon Winner
Selected for Problem Statement 2 (Voice-to-FIR & BNS Legal Reasoning) by Sardar Vallabhbhai Patel National Police Academy (SVPNPA) and National Crime Records Bureau (NCRB).
Signed MoU with Central Government
Recognized among the Top 3 Startups in India for Indic AI and formal sovereign deployment partnerships under the Ministry of Electronics & IT (MeitY) framework.
100% Data Sovereignty
Zero foreign API dependencies. Air-gapped deployment in State Data Centers (SDCs) or on-premise police infrastructure.
Human-in-the-Loop Governance
Officers, revenue inspectors, and linguists retain final sign-off. AI serves as an assistive copilot, never an autonomous decision-maker.
Auditable Evidentiary Logs
Every character transliteration, bounding box, and legal section recommendation includes complete provenance and confidence scores.
Open DPI Interoperability
Built to interoperate directly with Digital India BHASHINI APIs, CCTNS police records, and state service delivery portals.
Have a complex script, dialect, or public-sector AI challenge?
Our sovereign AI engineering team partners with central ministries, state departments, and law enforcement agencies to build customized, air-gapped models.