12 May 2026, 06:59 UTC169 views3 reactionsread 8 August 2026 Photo
A common blind spot in digital transformation is measuring the impact of new tools or training in isolation. We calculate the productivity gain for an individual worker using a new AI copilot or automation platform, but we often overlook the cascading, second-order effects on the rest of the organization.
A rigorous study by Miguel Espinosa and Christopher T. Stanton provides a framework and a stark finding: Nearly …
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30 Mar 2026, 04:28 UTC255 viewsread 8 August 2026 Getting Started
You don’t need to be a software engineer to do this. If you are an analyst or a manager stuck in the manual grind, here is how to start:
1. Open Notepad. Start with a basic HTML structure: <input type="file"> to accept files, and a <div> to display results.
2. Learn the basics of PapaParse. This is a free JavaScript library (you can load it via a CDN link) that handles reading CSV files better than…
30 Mar 2026, 04:24 UTC195 viewsread 8 August 2026 Why This Matters
If you rely on manual processes for data-intensive tasks, you will inevitably introduce human error, you will be responsible for.
You will spend your valuable time acting as a "human API", running highly repetitive tasks for hours, such as copying data from System A to System B. That time is better spent actually analyzing the data to improve the business.
In a restrictive environment, waiting for…
30 Mar 2026, 04:20 UTC144 viewsread 8 August 2026 What You Can Build
The modern Chrome V8 JavaScript engine is incredibly powerful. It can process 10,000 rows of data in 1 to 2 seconds. Here are three practical automations you can build right now using only a web browser:
1. The "Smart" CSV Validator
You often receive data from different units that needs to be validated against 20+ business rules before it can be loaded into a central system.
To automate it, cre…
30 Mar 2026, 04:16 UTC119 viewsread 8 August 2026 The Tool You Already Have: The Browser
The web browser is universally available and unblocked even under the strictest corporate policies (Chrome, Edge, or Firefox).
You can use the browser to run code locally on your machine without installing a single piece of software. It makes it the ultimate tool. You don’t need Python. You don’t need a SQL database. You don’t need Java.
All you need is a text editor (like No…
30 Mar 2026, 04:12 UTC115 viewsread 8 August 2026 The Problem: The Speed of Business vs. The Speed of IT
In the corporate world, particularly in regulated industries, new processes emerge daily. Whether it’s a new regulatory requirement from a central bank, a new Data Quality framework, or a sudden mandate to inventory all "critical data elements," the business moves fast.
The standard corporate solution is to request a "system" or an "integration", which on avera…
30 Mar 2026, 04:04 UTC119 viewsread 8 August 2026 How to Automate Processes Using Only a Web Browser
If you work in a large enterprise, especially in banking, insurance, or healthcare, you know that the IT landscape is a fortress. To get a simple Python script approved, you need a business case, a security review, and an architecture meeting. An access request to an empty database can take weeks. A new BI report can be prioritized 3 months ahead. By the time you ge…
19 Mar 2026, 14:09 UTC149 viewsread 8 August 2026 4️⃣ The Bottom Line
To sum up, here's how Design Thinking works in practice for a typical internal software project, like replacing an outdated IT asset management system.
1. Empathize. Shadow the IT admin who currently tracks laptops in a spreadsheet. Notice they have color-coded rows and handwritten notes in the margins. Ask what those mean. (Answer: Red means "user quit, laptop not returned." That's a data point…
19 Mar 2026, 14:06 UTC122 viewsread 8 August 2026 3️⃣ Root Causes Design Thinking Solves
Design Thinking starts with Empathy that helps “touch the grass” and solve pains of the end users. In internal projects, requirements often cascade down from leadership. A director attends a conference, hears about "Reference Data Management," and suddenly you're linking data from all across the organisation. The problem? The customer complaints manager just needs to record a n…
19 Mar 2026, 14:04 UTC113 viewsread 8 August 2026 2️⃣ Unique Challenges of Internal Software Development
Internal projects fail at alarming rates because nobody wanted them in the first place. When your users are captive employees, they can't switch to a competitor, they just suffer, complain, and find workarounds that defeat the entire purpose of the system.
Oftentimes, your Book of Work will feature tasks set last year that have lost any business value by the mo…
19 Mar 2026, 14:02 UTC109 viewsread 8 August 2026 1️⃣ What is Internal Software and Why is it Different
Internal Software is not customer-facing. Whether purchased, built, or hacked together in spreadsheets. They are internal systems that streamline organization processes.
Internal Software is developed to improve the organization's productivity. These systems are uniquely tailored to the organisation's business processes. As the volume of Internal Software grows,…
29 Dec 2025, 09:16 UTC270 views1 reactionsread 8 August 2026 💬 Karl Wiegers, a renowned author on requirements engineering, in his book Software Requirements delegates a whole paragraph to the Context Diagram: 'The context diagram is the top level in a data flow diagram developed according to the principles of structured analysis (Robertson and Robertson 1994), but it’s a useful model for all projects."
In the meticulous craft of defining software requirements, the context di…
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