Insights

Thinking about business automation.

Not generic AI hype. Specific observations about how businesses operate, where manual work is most expensive, and what technology actually helps.

These articles are being written based on real workflow discovery conversations. Notify me when published → maheshchaube333@gmail.com

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Finance Automation

Why finance teams still use Excel for reconciliation

The software exists. The integrations exist. So why does reconciliation still happen in spreadsheets? We explore the operational and organisational reasons finance teams default to Excel — and what it costs.

5 min read
Publishing soon
Coming soon

AI in Practice

Where AI actually works in invoice processing

Vendor names, amounts, dates, line items, GL codes. Invoice processing sounds automatable. Sometimes it is. Sometimes it isn't. Here's how to tell the difference before you build anything.

7 min read
Publishing soon
Coming soon

Operational Efficiency

5 manual workflows costing finance teams thousands of hours

After mapping dozens of finance operations, a pattern emerges. The same five workflows appear in almost every organisation above a certain size — and none of them should be manual.

6 min read
Publishing soon
Coming soon

AI Strategy

AI agents vs traditional automation: when to use each

AI agents are powerful. Traditional automation is reliable. Most businesses need both — but for different tasks. A practical framework for deciding which approach fits your workflow.

8 min read
Publishing soon
Coming soon

Workflow Discovery

What we learned from mapping 20 finance workflows

Every company describes their process differently. But underneath the language, the same structural problems appear again and again. Here's what we found — and what it implies about where to automate first.

9 min read
Publishing soon
Coming soon

For Executives

How to calculate the cost of a manual process before automating it

Volume × time × people × cost. It sounds simple. In practice, most organisations have never done this calculation. We walk through the methodology and what the number usually reveals.

5 min read
Publishing soon

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We write when we have something useful to say — not on a content calendar. Practical observations about business automation, AI implementation and operational efficiency.

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From the Founder

Why I write about business workflows, not technology trends.

Most technology writing is about the technology. I'm more interested in the operational problem it's supposed to solve. These articles come out of real conversations with finance and operations teams — what they actually do every day, why they do it manually, and what it would actually take to change that.

MC

Mahesh Chaube

Founder, NextDevBuild

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