@inextlabs

pranuthanjalik

@inextlabsSingaporeJoined May 2026

Digital Marketing Executive at iNextLabs | Writing about Agentic AI, Automation & Conversational Intelligence | Singapore-based AI company.

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pranuthanjalik's blogs

iNextLabs Insightsinextlabsblog.hashnode.dev16 posts

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Ppranuthanjalikinextlabsblog.hashnode.devSep 8 · 7 min read

Building an Exception-Driven Invoice Verification Workflow AI Workforce Architecture

Most invoice automation conversations focus on one thing: extraction. Read the document, pull the fields, done. But extraction alone doesn't solve the actual bottleneck in accounts payable. The bottle

Ppranuthanjalikinextlabsblog.hashnode.devSep 3 · 7 min read

Building a Unified Multi-Branch, Multi-Brand Conversational AI System - Google Business Messages Integration Architecture

Most conversational AI implementations are designed around a single business entity one brand, one location, one knowledge base. The moment you introduce multiple branches carrying multiple brands, th

Ppranuthanjalikinextlabsblog.hashnode.devAug 31 · 8 min read

pranuthanjalik

About

Available for

pranuthanjalik's blogs

Recently published

Building an Exception-Driven Invoice Verification Workflow AI Workforce Architecture

Building a Unified Multi-Branch, Multi-Brand Conversational AI System - Google Business Messages Integration Architecture

Building an Automated Payment Reminder System CRM Webhooks, Payment Link Generation, and WhatsApp API Architecture

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

How AI Extracts Data from Invoices, Contracts, and Forms

pranuthanjalik

About

Available for

pranuthanjalik's blogs

Recently published

Building an Exception-Driven Invoice Verification Workflow AI Workforce Architecture

Building a Unified Multi-Branch, Multi-Brand Conversational AI System - Google Business Messages Integration Architecture

Building an Automated Payment Reminder System CRM Webhooks, Payment Link Generation, and WhatsApp API Architecture

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

How AI Extracts Data from Invoices, Contracts, and Forms

pranuthanjalik

About

Available for

pranuthanjalik's blogs

Recently published

Building an Exception-Driven Invoice Verification Workflow AI Workforce Architecture

Building a Unified Multi-Branch, Multi-Brand Conversational AI System - Google Business Messages Integration Architecture

Building an Automated Payment Reminder System CRM Webhooks, Payment Link Generation, and WhatsApp API Architecture

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

How AI Extracts Data from Invoices, Contracts, and Forms

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pranuthanjalik

About

Available for

pranuthanjalik's blogs

Recently published

Building an Exception-Driven Invoice Verification Workflow AI Workforce Architecture

Building a Unified Multi-Branch, Multi-Brand Conversational AI System - Google Business Messages Integration Architecture

Building an Automated Payment Reminder System CRM Webhooks, Payment Link Generation, and WhatsApp API Architecture

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

How AI Extracts Data from Invoices, Contracts, and Forms