What we have learned building AI that has to keep working.
30 articles on AI. — written by the people who ship and then maintain the systems.
AI
What We Find When We Inherit an AI Project That Failed
AI project failures stem from foundational issues in data, process, or strategy, not the model itself. A structured audit reveals the true path to resolution.
23 October 2026 · 5 min read
AI
Jev AI Model Analysis: The Good, the Bad, and the Ugly Truth
Jev AI offers a unique approach to automated decision-making, focusing on structured outputs and calibrated probabilities. This analysis explores its strengths, limitations, and the challenges of its black-box nature.
29 September 2026 · 4 min read
AI
The Questions a Board Asks Before Approving AI Spend
Boards have stopped asking whether AI works and started asking what it costs, what it risks, and who is accountable. Prepare for those, not for a demo.
12 September 2026 · 4 min read
AI
Why AI Projects Stall After the Pilot
The pilot worked, everyone agreed it was valuable, and nothing happened. The blockers at this stage are rarely technical, which is why nobody owns them.
10 September 2026 · 3 min read
AI
Predictive Intelligence Is a Decision Problem
Most prediction projects optimise the forecast and never specify the decision it feeds. That is why accurate models so often change nothing.
4 September 2026 · 4 min read
AI
When Multi-Agent Is the Answer, and When It Is Overhead
Splitting one agent into five is often sold as an upgrade. Sometimes it is. Often it multiplies the failure modes and makes the result harder to debug.
28 August 2026 · 4 min read
AI
MCP, A2A and AG-UI: The Three Protocols That Matter
Three open protocols now cover the three connections an agent needs: to tools, to other agents, and to the person using it. What each does and where it fits.
14 August 2026 · 4 min read
AI
Why Your AI Proof of Concept Did Not Survive Production
The pilot hit 90% accuracy and the rollout was quietly shelved. Usually nothing broke — the thing being measured simply was not the thing that mattered.
7 August 2026 · 4 min read
AI
How to Evaluate an AI Development Company
Every vendor can show you a working demo, because a demo is the easiest artefact in this discipline to produce. Here is what to ask instead.
5 August 2026 · 4 min read
AI
Why Every Business Needs an AI Strategy in 2026
Successful AI initiatives begin with understanding business operations not selecting…
21 July 2026 · 2 min read
AI
The AI-Native Retrofit Strategy: How to Bring Agentic Automation to Legacy Software Without a Total Rebuild
Many businesses need agentic AI but run on legacy software. This article explores an AI-native retrofit strategy to modernise core systems and integrate AI capabilities without a costly, disruptive total rebuild.
15 April 2026 · 5 min read
AI
AI Is Not the Solution. AI Engineering Is—And Why Most Businesses Get This Wrong.
Founders want it. Investors ask about it. Teams rush to add “AI features.” But here’s the uncomfortable…
9 December 2025 · 2 min read
AI
The Hidden Inefficiencies in Phone-Based Customer Operations And How AI Voice Agents Automate 70% of Business Workflows
Phone support remains the most critical communication channel for businesses. Customers still prefer calling when they need clarity, urgency,or immediate assistance. But behind these interactions lies an operational…
7 December 2025 · 4 min read
AI
AI and Predictive Weather Forecasting: From Disaster Prevention to Business Estimation
Table Of ContentsIntroduction(#Introduction) 1. Predictive Weather Forecasting in Logistics(#Predictive)2. How AI Enhances Predictive Power(#Enhances) 3. Application of Practical AI and Predictive Weather Forecasting in…
13 November 2024 · 6 min read
AI
Unbelievable Ways AI is Transforming Healthcare Diagnostics by 2024
Introduction…
15 November 2023 · 12 min read
AI
Unveiling the Dark Side. Facing the Unresolved AI Security Risks
In recent years, the rapid advancements in artificial intelligence (AI) technology have revolutionized various industries and transformed the way we live and work. From autonomous vehicles to voice assistants, AI has…
9 November 2023 · 5 min read
AI
AI in Education: Personalized Learning and Classroom Enhancement
Education is evolving, and the catalyst behind this transformation is Artificial Intelligence (AI). The integration of AI in education is revolutionizing how we learn, making it more personalized and enhancing the…
2 November 2023 · 3 min read
AI
The Rise of AI: How Artificial Intelligence is Revolutionizing the Healthcare Sector
Artificial Intelligence (AI) is rapidly revolutionizing every industry, and the healthcare sector is no exception. With its potential to transform patient care, enhance diagnostics, and enable personalized medicine, AI…
27 October 2023 · 10 min read
AI
Maximizing ROI with AI in Product Re-Engineering: A Comprehensive Analysis
Introduction:…
18 October 2023 · 3 min read
AI
Embracing the Future. AI and Machine Learning Applications in Everyday Life
Artificial Intelligence (AI) and Machine Learning (ML) have rapidly become integral parts of our daily lives, revolutionizing the way we interact with technology and the world around us. From personalized…
4 October 2023 · 3 min read
AI
AI in Finance: Unlocking the Power of Data for Smart Investments
Artificial intelligence (AI) is transforming the financial industry, unlocking the power of data to help investors make smarter decisions. AI-powered algorithms can analyze vast amounts of data to identify patterns and…
27 September 2023 · 3 min read
AI
Neuroevolution: Advancing Neural Networks with Genetic Algorithms
Introduction: The Evolution of Neural…
20 September 2023 · 8 min read
AI
AI Revolution in Open-Source Software: Transforming the Tech Landscape
In the ever-evolving world of technology, there is a force that is rapidly reshaping the landscape of open-source software development – artificial intelligence (AI). This powerful technology is not only transforming…
9 August 2023 · 7 min read
AI
Bridging the Gap Between Humans and Machines: Understanding the Advancements in Neuromorphic Computing
In an era where technology is advancing at an unprecedented pace, the quest to bridge the gap between humans and machines has become increasingly fascinating.Enter neuromorphic computing – a cutting-edge field that…
12 July 2023 · 10 min read
AI
The Rise of Intelligent Automation: Exploring the Future of AI and ML in the Workplace
In today's fast-paced digital world, the rise of intelligent automation has become more than just a buzzword - it's a reality that is transforming the way we work. Artificial Intelligence (AI) and Machine Learning (ML)…
5 July 2023 · 5 min read
AI
Demystifying Deep Learning.A Beginners Guide
Table Of…
28 June 2023 · 5 min read
AI
Revolutionizing Customer Support: The Power of AI-Powered Chatbots
In today's fast-paced digital world, businesses are constantly looking for innovative ways to enhance customer support and streamline communication. One such game-changing innovation is the rise of AI-powered chatbots.…
22 June 2023 · 6 min read
AI
How AI is Transforming Industries: Real-World Applications and Success Stories
Artificial Intelligence (AI) has become an integral part of our daily lives, revolutionizing various industries and changing the way we interact with technology. From healthcare to finance, AI is driving innovation and…
26 April 2023 · 4 min read
AI
How AI is changing the face of virtual reality and immersive entertainment
Virtual reality (VR) and immersive entertainment have come a long way in the past few years, with advancements in technology bringing us closer to truly realistic and immersive experiences. One of the key drivers of…
6 April 2023 · 3 min read
AI
Understanding Human Emotions with AI: The Power of Emotion Detection
Artificial Intelligence (AI) has emerged as one of the most transformative and awe-inspiring technologies of our time. Its capabilities are limitless, and one of the most exciting aspects is its ability to help us…
17 July 2022 · 3 min read