Word & Line-Level Text Detection
Precise bounding box, oriented rectangle, and polygon boundary annotation isolating individual characters, words, and text lines across multilingual printed and scanned documents.
DOCUMENT AI & OCR PARSING
Structured Document Annotation for OCR and Intelligent Extraction.
Documents are rarely clean collections of text. Real production data contains tables, forms, handwriting, stamps, signatures, mixed layouts, low-quality scans, and fields whose meaning depends on position and context. Josisoft builds document annotation workflows around your schema, page structure, extraction rules, entity definitions, and QA criteria so OCR and Document AI models receive consistent, machine-readable ground truth.
Talk to a Data SpecialistNORTHLINE SUPPLY
INVOICE
LINE ITEMQUANTITYUNIT PRICETOTAL
Industrial filter04₹1,250.00₹5,000.00
Sensor bracket08₹480.00₹3,840.00
Inspection kit02₹2,100.00₹4,200.00
Tax₹2,347.20Total₹15,387.20
Authorized signature
INVOICE NUMBER
DATE
SUPPLIER
ADDRESS
TABLE / 4 × 4
TAX
TOTAL
010203Core Document AI & OCR Capabilities
Document Layout Analysis (DLA)
High-level structural zone segmentation identifying and classifying document blocks—including headers, footers, titles, paragraphs, sidebars, figures, and captions—for layout-aware models.
Table Structure Recognition (TSR)
Fine-grained structural extraction of bordered, semi-bordered, and borderless tables, capturing rows, columns, headers, merged cells, and nested hierarchies into structured JSON, HTML, or CSV formats.
Key-Value Pair (KVP) Relation Linking
Directed semantic graph linking connecting question/key labels directly to their corresponding value bounding boxes across invoices, receipts, tax forms, and complex semi-structured paperwork.
Document Entity Extraction & Token NER
Span-level classification and semantic tagging of domain-specific entities (e.g., buyer/seller names, line-item totals, tax identification codes, dates, account numbers, and contract terms).
Reading Order & Layout Serialization
Topological directed-graph annotation establishing linear and logical reading order across multi-column layouts, callout text boxes, infographics, and complex corporate brochures for LLM context ingestion.
Handwritten Text Recognition (HTR)
Character-level and line-level ground-truth transcription of cursive handwriting, mixed print-and-script entries, historical archives, and handwritten clinical notes.
Signature, Seal & Stamp Verification
Bounding box and polygon segmentation isolating physical signatures, initial blocks, company rubber stamps, official notary seals, and watermarks for fraud detection and contract validation.
Form Control & OMR State Annotation
Classification of functional form components and mark states—including checked, unchecked, partially filled, and struck-through checkboxes, radio buttons, and optical bubble sheets.
Document Visual Question Answering (DocVQA)
Generation of grounded question-answer pairs linked to exact coordinate bounding boxes over multi-page documents, infographics, and technical diagrams to train multimodal document LLMs.
Mathematical & Formula Digitization
Boundary extraction and semantic transcription of inline and display mathematical equations, proofs, chemical structures, and scientific notation into LaTeX, MathML, or SMILES code.
PII & Sensitive Field Redaction Masking
Pixel-level and token-level masking of Personally Identifiable Information (PII) and Protected Health Information (PHI)—including identity numbers, banking credentials, and patient details—for regulatory compliance.
Scene Text Spotting & Irregular Text Recognition
Polygon and multi-point contour annotation of arbitrary-shape, perspective-distorted, curved, and rotated text captured on physical packaging, shipping containers, utility meters, and signage.
Tooling & Platform-Agnostic Execution
Client-Hosted Platforms
Our document annotation teams can work directly inside client-approved labeling environments supporting OCR, bounding boxes, text transcription, key-value relationships, tables, and document layout workflows, including tools such as Label Studio, SuperAnnotate, Kili Technology, CVAT where appropriate, or other client-approved systems.
LABEL STUDIOSUPERANNOTATEKILICVAT
Proprietary Client Consoles
Annotators can operate inside client-owned document processing platforms through approved secure access, following your existing field schema, transcription rules, reading-order logic, table structure, entity taxonomy, and review stages.
CLIENT UIVPNPOD
Josisoft Managed Infrastructure
When no production annotation environment is available, we can configure controlled project workspaces around your document types, extraction schema, labeling rules, permissions, and QA stages for pilot and scaled delivery.
CONTROLLEDCONFIGUREDMANAGED
Real-World Document AI Applications
₹15,387.20
INVOICE / TOTAL / LINE ITEMFinance & Accounting Documents
Invoices, receipts, purchase orders, statements, expense documents, and transaction records annotated for OCR, field extraction, line-item parsing, and document classification.
CLAIM FORMPOLICY IDFIELD VERIFIED
CLAIM / POLICY / FIELDInsurance & Claims Processing
Claims forms, policy documents, supporting records, repair estimates, correspondence, and structured fields labeled according to client-defined extraction schemas.
SHIP TOMANIFEST 48-A
SHIPMENT / TABLE / CODE
Logistics & Supply Chain
Bills of lading, shipping labels, delivery notes, packing lists, customs documents, manifests, and warehouse paperwork annotated for structured document extraction.
Enterprise Forms & Records
Applications, onboarding forms, contracts, questionnaires, reports, and operational documents annotated for layout understanding, field extraction, entity recognition, and classification.
Security, Compliance & Workforce Governance
Mandatory Bilateral NDAs
Every annotator, QA reviewer, and project manager signs an NDA before accessing project assets.
Security & Clean-Room Training
Personnel are trained on data confidentiality: strict restrictions on screen sharing, zero tolerance for screen recording or screenshots, and supervised session management.
Governed Physical Delivery Hub
On-premise operations at our central Durgapur facility enforce controlled local networks, restricted USB and removable media ports, and supervised work environments.
Isolated Hybrid Pods
Each client is assigned a dedicated team working in siloed environments, preventing cross-project data contamination and maintaining domain context.
CLIENT DATA BOUNDARY
CONTROLLED ACCESS
ISOLATED PODNDA · VPN · SUPERVISION
START A PROJECT
Request a Pilot BatchStart With a Calibrated Document Annotation Pilot.
Share a representative document set, extraction schema, field definitions, layout rules, and QA requirements with our delivery team. We will calibrate the annotation guidelines, complete a controlled pilot batch, review difficult document conditions and schema edge cases, and return the sample for acceptance before production scaling.