How Nunar Executes Processes Reliably
A layered execution architecture that combines document intelligence, validation, and secure system integration — designed for logistics and supply chain operations.
Nunar Execution Architecture
Three capability layers working together to execute business processes with precision
Document Intelligence Engine
Unstructured to Structured, Context-Aware
What it does:
Converts unstructured documents into structured, context-aware data.
Mechanism:
This layer combines OCR, NER, and contextual judgement into a single execution mechanism.
Capabilities:
- Ingests PDFs, scanned PDFs, images, DOC, XLS
- Uses OCR to read scanned and image documents
- Applies Named Entity Recognition (NER) to extract business entities
- Uses contextual judgement to understand document intent (RFQ, invoice, customs, delivery, finance)
Validation & Human Oversight
Accuracy Before Action, Control Where It Matters
What it does:
Ensures accuracy before any action and keeps humans in control where decisions matter.
Capabilities:
- Field-level validation and cross-document consistency checks
- Tolerance handling (amounts, COD variances) and scenario-based rules
- Exception-based review and approval workflows
- Visibility into AI interpretation and controlled execution after approval
Ready for approval workflow
Execution, Integration & Audit
Works With Existing Systems, Compliance & Traceability
What it does:
Executes validated actions in enterprise systems with full audit trail and secure deployment.
Integrations include ERP (SAP, Oracle, Odoo), finance (Zoho Books, QuickBooks), OMS, and trade platforms (e.g. Dubai Trade).
- ERP, finance systems, OMS & logistics platforms, trade portals
- Full audit trail for every action and source document traceability
- Validation and approval logs
- Secure deployments: On-Premise / Private Cloud
What These Layers Enable
Reliable execution of complex processes
High accuracy across document types
Lower operational and compliance risk
Scalable automation across departments