Nunar
Finance, Commercials and Operations

AI Agents that understand and execute logistics paperwork

Most logistics work happens before ERP or Excel databases — inside emails, PDFs, RFQs, debit notes, invoices, spreadsheets, and scanned documents.

This invisible, human-dependent stage becomes the real bottleneck — creating delays, errors, and rework before automation even begins.

50+
Workflows Automated
4-6×
Productivity Gains
99%
Accuracy Rate

Trusted By

Leading Logistics & Supply Chain Enterprises

Caterpillar
Hans Logistics
L&T
Maersk
Max Healthcare
TVS
Vanguard
Caterpillar
Hans Logistics
L&T
Maersk
Max Healthcare
TVS
Vanguard
Reality

The reality of logistics operations today

Despite years of ERP and system investments, logistics operations still depend heavily on unstructured documents.

Information arrives through emails, PDFs, Excel sheets, RFQs, WhatsApp messages, and scanned paperwork. Teams manually extract meaning from these documents before data can enter any system.

ERP and Excel are not the starting point.

They are the final destination.

What actually happens before ERP or Excel

  • Humans decide what data is relevant
  • Teams validate customers, items, rates, and codes manually
  • Rechecks and corrections slow execution
  • Errors are introduced before systems even receive data

Until documents are understood and structured correctly, no system can truly move faster.

Execution Framework

How Nunar executes logistics processes

From raw inputs to controlled execution — without manual handoffs.

EMAIL
PDF
JSON
API
CSV
01

Ingest & understand

Process emails, PDFs, APIs, and system events with AI-powered document parsing and data normalization

02

Decide & execute

Context-aware decision making with rule engine. Update ERPs, TMS, and finance systems automatically

03

Control

Complete traceability with approval workflows and human-in-the-loop oversight

DATA UPDATED
INSIGHTS

Once inputs enter Nunar, execution is unavoidable — and controlled.

The Platform

What is Nunar

Nunar is an AI Agent platform designed to automate real business processes across logistics and supply chain organizations.

It focuses on execution, not experimentation — combining document understanding, system integration, and rule-based controls.

Meaning & Intent

"Nunar" represents deep understanding — the foundation of how our AI Agents interpret documents, systems, and operational context across complex logistics processes.

Understanding at Scale

Document Understanding

Unstructured to structured insights

System Integration

Works with existing platforms

Rule-Based Controls

Deterministic validation

Works alongside existing ERP, finance, and logistics systems.

Enterprise Ready

Built for Enterprise Control

AI that operates with accountability, not autonomy. Every execution path is governed, reviewed, and traceable.

Control Principles

Human-in-the-loop approvals

Human-in-the-loop approvals
Awaiting Approval
ID: WF-2847

Invoice Posting Request

Vendor: Global Freight Services

$34,200.00

INV-2024-1247

AI Confidence:97.8%
Validation Status:All checks passed
Assigned to:Sarah Chen, Finance

APPROVAL QUEUE

3 items pending review

Built to Run Inside Enterprise Logistics Stacks

NunariQ AI Agents operate inside your existing ERP, TMS, finance, customs, and data systems—executing workflows without replacing infrastructure or disrupting operations.

System Categories

ERP & Core Enterprise Systems

SAP S/4HANA
SAP S/4HANA
SAP ECC
SAP ECC
Oracle Fusion
Oracle Fusion
Oracle NetSuite
Oracle NetSuite

Additional systems supported via APIs, EDI, documents, and event-driven integrations.

Use Cases

Core Logistics & Supply Chain Processes

Nunar addresses high-volume, high-impact processes common across logistics providers, manufacturers, and distribution networks.

RFQ to ERP Ingestion & Quotation
Commercials

RFQ to ERP Ingestion & Quotation

Automated RFQ ingestion, data extraction, validation, and quotation creation — accelerating revenue response.

Impact: 4-6 hour quote turnaround reduced to <15 minutes

Dubai Trade Custom Clearance
Operations

Dubai Trade Custom Clearance

Pre-fill customs intelligence from documents and execute Dubai Trade Portal entries with validations, approvals, and control.

Impact: 60–80% reduction in declaration preparation, fewer rejections and rework

Customs Declaration Automation
Operations

Customs Declaration Automation

AI-driven preparation and validation of customs declarations for Dubai Trade.

Impact: Compliant, auditable declarations ready in minutes

3-Way Vendor Reconciliation
Finance & Operations

3-Way Vendor Reconciliation

Automated reconciliation between vendor invoices, operational data, and finance records.

Impact: Instant exception detection, automated match rate >90%

Shipment Tracking & Exception Management
Operations

Shipment Tracking & Exception Management

Unified tracking across carriers with AI-powered delay prediction and proactive exception handling.

Impact: Real-time visibility with automated exception alerts

Purchase Order Automation
Procurement

Purchase Order Automation

Automated PO creation, vendor matching, approval routing, and ERP posting from requisitions.

Impact: PO processing time reduced by 80%, approval cycles cut in half

Ready to Operationalize AI Across Your Logistics & Supply Chain?

Nunar | AI Agents for Logistics Paperwork