Custom LLM for Government Document Scanning, OCR & Official Letter Generation
A private, air-gapped GenAI document intelligence system that scans bilingual (Marathi and English) physical circulars, extracts tabular data, summarizes lengthy files, and drafts official formal letters adhering to Secretariat manual standards.
Interactive System Inspection Deck
High-concurrency data models, validation checks, and operational controls executed by this platform.
"उपरोक्त विषयान्वये सादर करण्यात येते की..."
Why This Solution Was Mandated
Legacy manual registers, fragmented paper files, and unverified data led to severe processing delays, public litigation, and audit disputes. ABS was commissioned to design a zero-defect, automated platform.
Government departments receive thousands of handwritten citizen petitions and non-searchable scanned PDFs daily.
Summarizing complex 50+ page administrative files manually leads to massive processing backlogs and delayed public service.
Strict government data privacy rules prohibit uploading sensitive administrative documents to public cloud LLM APIs.
Drafting formal departmental noting (टिप्पणी) requires exact adherence to hierarchical government salutation and indexing norms.
Engineering Architecture Delivered by ABS
System Capability 01
Deployed a fine-tuned, on-premises bilingual Large Language Model (LLM) and Vision OCR engine within secure government premises.
System Capability 02
Engineered automated layout analysis capable of detecting tables, handwritten notes, and official officer stamps with 98.4% accuracy.
System Capability 03
Built one-click formal letter and noting drafting tools that cross-reference relevant state Government Resolutions (GRs).
System Capability 04
Created an audit-ready traceability pipeline where every AI-generated paragraph links back to original scanned source pages.
End-to-End Operational Lifecycle
Bilingual Ingestion
Scanned files and petitions in Marathi and English ingested with automatic DPI enhancement.
Vision OCR & Entity Extraction
Extracts officer designations, reference dates, department codes, and applicant details.
Contextual Case Summary
Generates concise 1-page executive briefing from multi-volume administrative files.
Draft Noting & e-Sign
Produces formal departmental letter ready for officer digital signature.
Institutional Outcomes & Positive Impact
Accelerated departmental file movement by over 3x across pilot district offices.
Eliminated clerical backlogs in handling public grievance replies and RTI responses.
Delivered complete compliance with CERT-In and Indian National Data Governance frameworks.
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Ready to Accelerate Your
Digital Infrastructure?
Consult directly with our principal software architects. We will demonstrate live concurrency stress tests, rule validation engines, and custom deployment blueprints for your department.