Engineering & Strategy

Our analysis on AI, Data Engineering, and Digital Transformation

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.

Blog Post
AI Governance isn't Red Tape, It's Your Moat: Building Trustworthy Financial AI
anurag-jainAug 30, 2024

AI Governance isn't Red Tape, It's Your Moat: Building Trustworthy Financial AI

In highly regulated industries, AI governance is often seen as a blocker. We argue the opposite: Robust governance is the only way to deploy AI at speed and scale.

Blog Post
The Death of Lambda Architecture: Why the Modern Data Stack is Streaming-First
anurag-jainJul 12, 2024

The Death of Lambda Architecture: Why the Modern Data Stack is Streaming-First

Lambda Architecture (Batch + Speed layers) was a necessary evil of the Hadoop era. Today, with tools like Apache Iceberg and Flink, we can finally build simple, unified streaming architectures.

Blog Post
Visualising Success: Data Visualization in the Big Data Era
anurag-jain

Visualising Success: Data Visualization in the Big Data Era

In the ever-evolving digital landscape, the volume and complexity of data continue to grow exponentially, making it overwhelming for enterprises to navigate. However, amidst the chaos lies a powerful tool: data visualisation. In this blog, we'll explore the critical role of data visualisation in the age of big data, focusing on how it can help enterprises in various sectors make sense of complex data sets and drive informed decision-making. So, how can harnessing the power of visuals transform your approach to data analysis?

Blog Post
Delving into Machine Learning Models in Healthcare: Driving Precision Medicine and Predictive Insights
anurag-jain

Delving into Machine Learning Models in Healthcare: Driving Precision Medicine and Predictive Insights

In the dynamic landscape of healthcare, the integration of machine learning (ML) models heralds a transformative era, redefining diagnostic precision, treatment efficacy, and patient care. Today, we delve deeper into the intricate fabric of ML models and their profound impact on the healthcare industry, unravelling the mechanisms through which they drive precision medicine and predictive insights.

Blog Post
Empowering Government: Harnessing Machine Learning for Public Good
anurag-jain

Empowering Government: Harnessing Machine Learning for Public Good

As technology evolves, governments worldwide increasingly turn to machine learning to enhance efficiency, improve decision-making, and better serve their citizens. In this post, we'll delve into the diverse applications of machine learning in the public sector, from predictive analytics to citizen engagement. Join us as we uncover how governments can leverage machine learning to their advantage and drive positive change.

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