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Furniture Hardware Automation

Furniture Hardware Automation

December 26, 2025

Furniture Hardware Automation 

Helicon Inc needed a modern, scalable system to automate the capture and processing of orders and invoices for furniture hardware products such as drawer channels, hinges, and fittings. The implemented solution automatically ingests documents, extracts structured data, validates it against Helicon’s business rules, and updates back-office systems, giving real-time visibility across the furniture supply chain.​

  • End-to-end automation: from distributor/dealer documents to Helicon’s internal systems
  • Tailored specifically to furniture hardware SKUs and pricing structures​

Problem Statement/Definition

With rapid growth in its furniture hardware business, Helicon Inc was handling a high volume of orders and invoices from distributors, dealers, and retailers, mostly via email and offline documents. Manual data entry into ERP/stock systems led to delays, errors, and limited visibility across inventory and receivables.​

  • Heavy manual effort to process dealer and distributor invoices and purchase orders.
  • Increased risk of pricing, discount, and tax miscalculations across diverse furniture hardware SKUs.
  • Limited scalability as new products and regions were added
    .
  • Finance and sales teams spending more time reconciling data than serving customers.
Invoice extractor

Invoice extractor

December 26, 2025

Invoice extractor 

The Invoice Extractor is a fully automated invoice processing pipeline that reads invoices from emails, extracts key fields using AI, validates them against business rules, and posts clean, structured data into ERP/SAP. It eliminates manual data entry, reduces errors, and provides endtoend traceability for finance and compliance teams.​

  • End-to-end flow:
    • Email →
    • S3 →
    • AI extraction →
    • Validation →
    • ERP / SAP posting →
    • Audit trail
  • Business teams served:
    • Finance,
    • Accounts Payable,
    • Vendor Management

Problem Statement/Definition

The finance team was manually downloading invoice attachments from emails, entering data into ERP/SAP, and performing validations, leading to heavy operational overhead. This process was slow, error-prone, and could not scale with increasing invoice volumes.​

  • 15–20 minutes required to process a single invoice manually.
  • High error rates causing payment mistakes and vendor disputes.
  • Peak load bottlenecks when invoice volumes spiked at month-end.
  • Finance resources stuck in repetitive tasks instead of analysis and strategic work.
Hitachi Vantara

Hitachi Vantara

May 6, 2024

Hitachi focuses on helping customers make money, perform better than competitors, reduce costs, please customers, and do good things for the world.

Hitachi Vantara still aims to assist customers in maximising their data to boost their businesses and improve society. They deliver many solutions, including storage systems, data protection, infrastructure, cloud services, data management analytics, IoT, video intelligence, and consulting.

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SOFTWARE WEB GATEWAY ( SWG )

SOFTWARE WEB GATEWAY ( SWG )

April 29, 2024

SWG is a security solution that monitors and controls inbound and outbound web traffic to protect against web-based threats such as malware, phishing attacks, and unauthorized access to sensitive data.

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  • Secure Access Service Edge ( SASE )
Secure Access Service Edge ( SASE )

Secure Access Service Edge ( SASE )

April 29, 2024

SASE is a network architecture that combines wide-area networking (WAN) capabilities with network security functions like secure web gateways, cloud access security brokers (CASB), and Zero Trust Network Access (ZTNA) to provide secure, scalable, and flexible access to applications and resources.

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  • ZEROTRUST NETWORK ACCESS (ZTNA)
ZEROTRUST NETWORK ACCESS (ZTNA)

ZEROTRUST NETWORK ACCESS (ZTNA)

April 29, 2024

ZTNA is a security model that verifies and authenticates user identities and devices before granting access to applications and resources, regardless of their location or network environment.

ZTNA Next offers coverage for all types of private applications, supporting both client-initiated and server-initiated traffic flows. This enables secure access to web applications and non-web/thick clients (e.g. SSH, RDP, Microsoft Windows Active Directory). ZTNA Next Browser Access also supports clientless access for third-party or employee “bring your own device” (BYOD) use cases.

The user-to-application traffic is optimally routed through the Netskope NewEdge network, with its global coverage, premium transit selection, and extensive peering to cloud providers, to deliver a superior user experience and fast application performance.

ZTNA Next enhances your organization’s security posture with the zero trust security model. Unlike remote access VPN, ZTNA Next provides contextual, risk-based application access, not network access. ZTNA Next minimizes overall attack surface area by eliminating the exposure of protocols and services to the public internet. Private resources are not visible on the public internet and are shielded from attackers.

Netskope extends controls over data collaborated on during private access sessions with inline DLP policies, providing visibility of sensitive data from a single console.