Practical articles on data strategy, engineering, dashboards and AI, built from real projects.
This article is part of a series on how i-spark uses AI in our work. For an overview of the...
Take a single office building on any given morning. On the third floor, a data engineer is building a transformation...
There’s pressure to “do more with AI,” but also a worry about settling on a deal that is not ‘perfect’. ...
Lessons from deploying a multi-agent analytical assistant on Databricks Our journey When our client asked for an AI assistant that...
Over the years, I’ve learned that building data and AI solutions isn’t just a technical challenge. It’s also an ethical...
From automating decisions to improving customer experiences; it offers real opportunities. But not all AI is created equal. To achieve...
A striking term has been doing the rounds lately: vibe coding. This term was introduced last February (2025) by Andrej...
Everyone is building something with AI right now. Some use chatbots, others automate tools like Slack or HubSpot. On the...
A practical approach In most machine learning (ML) use cases, regardless of whether it’s a supervised or unsupervised task, the...
Cortex Analyst is Snowflake’s latest AI tool that simplifies the way we interact with data. This tool allows you to...
Machine Learning (ML) and Artificial Intelligence (AI) have become crucial tools for businesses today. Over the years, at i-spark we...
Comparing AI and Machine Learning What is Artificial Intelligence (AI)? Ask a random person on the street, and they might...