Engineering & Strategy

Our analysis on AI, Data Engineering, and Digital Transformation

How Backoffice Automation Saved Hours for a Manufacturing Team
anurag-jainFeb 19, 2026

How Backoffice Automation Saved Hours for a Manufacturing Team

In today's manufacturing environment, operational efficiency doesn't stop at the production line - it depends just as much on how quickly and accurately your back-office processes run. Yet manual data entry, invoice checks, and procurement paperwork continue to slow teams down and introduce costly errors. It's time to rethink how administrative workflows operate - and explore how AI-powered automation can transform repetitive tasks into strategic advantages.

Blog Post
Choosing the Right Partner for Data Science Services and AI Strategy Consulting
anurag-jainFeb 7, 2026

Choosing the Right Partner for Data Science Services and AI Strategy Consulting

In today’s business world, data is more than just numbers it’s the fuel driving smarter decisions, innovative solutions, and competitive advantage. Companies that harness data effectively can optimize operations, predict trends, and deliver better experiences for customers. But navigating the complex world of AI and analytics is challenging. That’s why finding the right partner for Data Science Services and AI Strategy Consulting is critical.

Blog Post
Is Zombie Data Eating Your Budget? Here's How to Bring It Back to Life
anurag-jainJan 27, 2026

Is Zombie Data Eating Your Budget? Here's How to Bring It Back to Life

If you check your cloud storage bill right now, what proportion of the data is actually contributing to your operation? For most organizations, the answer is shocking. A significant amount of corporate data is in the dark. it gets collected, stored, and forgotten. We call this Zombie Data, and if you aren't aware, it could be slowly deteriorating your business efficiency.

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The ROI Mirage: Why Most AI Agents Fail to Deliver Value (And How to Fix It)
anurag-jainNov 8, 2024

The ROI Mirage: Why Most AI Agents Fail to Deliver Value (And How to Fix It)

Stop measuring AI success by 'hours saved'. To truly unlock the value of AI Agents, enterprises must shift focus to outcome velocity, decision quality, and new revenue streams. Here is the brutal truth about AI ROI.

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RAG vs. Fine-Tuning is the Wrong Question: Building Hybrid AI Architectures
anurag-jainOct 15, 2024

RAG vs. Fine-Tuning is the Wrong Question: Building Hybrid AI Architectures

Stop debating RAG vs. Fine-Tuning. The future of enterprise AI belongs to hybrid architectures that combine the best of both worlds. Learn how to build 'Agentic RAG' systems that reason, retrieve, and learn.

Blog Post
Escaping POC Purgatory: The Engineering Reality of Production AI
anurag-jainSep 22, 2024

Escaping POC Purgatory: The Engineering Reality of Production AI

80% of AI projects never make it to production. Why? Because building a demo is easy; building a reliable, scalable system is hard. Here is the DevOps maturity model for AI.

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