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Field notes from the work — architecture, data platforms, AI systems and product design, written by the engineers and designers who ship them.

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88 posts · page 2 of 5

Feature image showing enterprise data literacy connecting BI dashboards to decision adoption through role-specific users and business actions
Data & Analytics

Why BI Dashboards Fail: Enterprise Data Literacy Playbook

· Kartik Gajjar · 7 min read

Feature image showing recurring commerce architecture for Indian D2C brands with subscription models, billing layer, and retention signals
Data & Analytics

Subscription Commerce in India: Recurring Revenue for D2C Brands

· Divyarajsinh Gohil · 10 min read

Feature image showing a transition from a dense legacy dashboard to a modern dashboard while preserving power-user workflows and phased migration
Experience Design

Redesigning a Legacy Dashboard Without Losing Power Users

· Rutvi Kothari · 8 min read

Feature image showing four-stage manufacturing data pipeline from sensor ingestion through edge processing and cloud transformation to operational dashboards
Data & Analytics

Proven Real-Time Data Pipeline for Manufacturing: From Sensor Ingestion to Operational Dashboards

· Akash Thakor · 9 min read

Feature image showing enterprise eCommerce migration from a legacy platform to a new commerce system with data reconciliation, SEO redirects, integration testing, rollback, and traffic shifting
Software Engineering

eCommerce Migration: A Strategic Risk Playbook for Enterprise Replatforming

· Divyarajsinh Gohil · 6 min read

Feature image showing embedded analytics, standalone BI, and shared warehouse layers in SaaS reporting architecture
Data & Analytics

Embedded Analytics vs. Standalone BI: Which Reporting Architecture Fits Your SaaS Product?

· Jigar Vavadia · 8 min read

Multi-Geography AML SaaS Architecture for Regulatory Compliance
Software Engineering

How We Architect Multi-Geography SaaS Platforms for AML Compliance

· Kartik Gajjar · 6 min read

Feature image showing product development and custom software development as two connected software delivery models
Software Engineering

Software Product Development vs. Custom Software: How to Choose

· Charmi Shah · 7 min read

How to Architect a Computer Vision Inspection Pipeline for Manufacturing Cover
AI & Machine Learning

How to Architect a Computer Vision Inspection Pipeline for Manufacturing

· Jigar Vavadia · 9 min read

Feature image showing custom, composable, and platform-led B2B eCommerce architecture paths connected to a central commerce system
Software Engineering

B2B eCommerce Architecture: Custom vs. Composable vs. Platform

· Divyarajsinh Gohil · 10 min read

Feature image showing UX consultant, in-house team, and hybrid design models for SaaS decision-making
Experience Design

UX Consultant vs. In-House Team: The Decision Framework

· Rutvi Kothari · 9 min read

ETL Pipeline Design for FinTech AML Data at Scale
Data & Analytics

ETL Pipeline Design for FinTech: AML Data at Scale

· Akash Thakor · 10 min read

Feature image for a SaaS consulting playbook showing rebuild, refactor, or buy as modernization paths
Software Engineering

SaaS Consulting Playbook: When to Rebuild, Refactor, or Buy

· Charmi Shah · 4 min read

Build versus buy comparison for computer vision quality inspection in manufacturing - DigiWagon guide
AI & Machine Learning

Computer Vision for Quality Inspection: Build vs. Buy for Manufacturing CTOs

· Akash Thakor · 11 min read

Feature image showing composable SaaS connected to personalization, flexibility, and control for B2B platforms
Software Engineering

Composable SaaS Architecture: The New Foundation for Hyper-Personalized B2B Platforms

· Akash Thakor · 7 min read

Multimodal decision intelligence in Industry 4.0
AI & Machine Learning

Multimodal Decision Intelligence in Industry 4.0

· Akash Thakor · 5 min read

Vertical AI architecture for domain-specific LLM solutions in custom software
AI & Machine Learning

Vertical AI in 2026: Why Generic LLMs Fail in Custom Software and How to Build Domain-Specific Solutions

· Akash Thakor · 5 min read

Invisible UI concept showing AI agents powering zero-interface SaaS experience
AI & Machine Learning

The Rise of “Invisible UI”: Leveraging AI Agents for Zero-Interface SaaS Experiences

· Akash Thakor · 4 min read

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