What we have learned building AI that has to keep working.
52 articles on agentic AI, AI engineering and the industries we build for — written by the people who ship and then maintain the systems.
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
Security
When the Data Cannot Leave the Building
Most AI proposals quietly assume your data can be sent somewhere else. For hospitals, lenders and legal teams that assumption ends the conversation — and it no longer has to.
14 July 2026 · 3 min read
Media
Your Archive Is the Asset, and Most of It Is Unreachable
Publishers spend most of their technology budget on producing new content and almost none on making decades of existing content findable. The back catalogue is usually the larger asset and always the cheaper one to unlock.
2 July 2026 · 3 min read
QA
How Do You Test an Agent That Never Answers the Same Way Twice?
Traditional QA asserts that output equals expected. Agentic systems produce a different sentence every run and can still be correct — or produce the same sentence twice and be wrong both times. The assertions have to move.
30 June 2026 · 3 min read
Energy
The Cheapest Sensor Is the One Already Installed
Most industrial monitoring proposals open with a hardware order. The useful ones start by asking what the existing instrumentation already reports and is nobody reading — which is usually a great deal.
28 May 2026 · 3 min read
Media
Live Audio on a Phone That Keeps Losing Signal
A radio stream has no rewind. When the train enters a tunnel, the listener does not want the audio that was buffered two minutes ago — they want whatever is on air the moment the signal returns. That single difference changes most of the architecture.
12 May 2026 · 5 min read
Web & mobile
Field Software Fails by Abandonment, Not by Bugs
Enterprise field applications rarely fail a test plan. They fail because a surveyor standing in the rain decides the notebook is quicker — and the notebook usually is.
12 May 2026 · 3 min read
Contract management
Why Having a CLM System Is Not Enough Anymore AI Is Not the Solution.
Most organizations today already store contracts digitally in some form. But even with a CLM system in place, many teams still deal with delays, scattered communication, and manual follow-ups during the contract…
8 May 2026 · 1 min read
Backend
Modelling a Knowledge Graph That Retrieval Can Actually Use
Most Graph RAG projects fail at the schema, not the query. Modelling every noun as a node produces a graph that is technically correct, expensive to maintain, and no better at answering questions than the search it replaced.
22 April 2026 · 3 min read
AR & VR
Why Augmented Reality Field Apps Fail Outdoors
An AR demo on an office floor and an AR app on a roadside verge are different engineering problems. The tracking is the easy part. Knowing where the phone is, to the accuracy the job requires, is the hard part.
21 April 2026 · 5 min read
Security
The Mobile App Is the Weakest Part of Your IoT Product
Hardware teams spend their security budget on the device. The attacker spends theirs on the phone — because the app holds the credentials, the pairing flow, and a shortcut into every device on the account.
17 March 2026 · 5 min read
Web & mobile
The January Problem: Why Fitness Apps Lose Users by Week Six
Tracking a workout is a solved problem. Keeping someone opening the app once the initial motivation is gone is not, and it is the only thing that decides whether a fitness product survives.
10 March 2026 · 4 min read
E-learning
Offline-First Is a Data Model Decision, Not a Caching One
Teams reach for offline support late, as a cache in front of the API. It never works, because the hard part is not storing the data — it is deciding what happens when two people changed the same thing and neither of them was online.
24 February 2026 · 5 min read
Frontend
A Performance Budget That Survives Contact With the Design
Every team agrees the site should be fast, right up until the hero video. A budget only works if it is a number someone owns, checked automatically, and enforced before the thing ships.
17 February 2026 · 3 min read
Healthcare
When the Phone Camera Becomes a Measuring Instrument
A camera that takes photographs and a camera that takes measurements are the same hardware running very different software. Once a number comes out of the image and someone makes a clinical decision with it, almost every convenience the platform offers becomes a hazard.
27 January 2026 · 5 min read
Frontend
Accessibility Is a Requirement, Not an Audit
Treating accessibility as a check before launch guarantees the expensive version: findings that trace back to foundational decisions, arriving at the point where nobody wants to change them.
20 January 2026 · 3 min read
Energy
Field Data Capture Where There Is No Signal and No Spare Hands
Industrial field applications are specified by people at desks and used by people in gloves, on a gantry, in the rain, with no connectivity. Almost every default assumption in enterprise software design is wrong out there.
9 December 2025 · 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
Contract management
A Better Way to Manage Contracts: Why a Unified Workspace Changes Everything
If there’s one thing almost every business agrees on, it’s this: Contracts take far too much time, involve too many people, and rarely move as smoothly as they should.Whether you’re an HR manager preparing dozens of…
1 December 2025 · 5 min read
Real Estate
A Property Marketplace Is Only as Good as Its Worst Listing
Property platforms are built as search problems and lost as trust problems. The feature that decides whether the product works is not the filter panel — it is whatever stops a listing that should not be there.
18 November 2025 · 5 min read
Backend
Replacing a System Nobody Can Turn Off
The rewrite that runs for two years and ships nothing is the default outcome, not the unlucky one. Replacing a working system means never having a day where the new one has to be finished.
5 November 2025 · 3 min read
Backend
The Checkout and the Classroom Are Not the Same System
Platforms that sell courses and deliver them get built as one application, because from the outside they look like one. Their correctness requirements are opposite, and the seam between them is where these products break.
14 October 2025 · 5 min read
Frontend
Rendering a Book in a Browser Without Fighting the Browser
A reading application is the rare front-end problem where the content is longer than anything the page was designed to hold, the typography is the product, and the user notices a dropped frame immediately. Most of the usual web instincts are wrong.
23 September 2025 · 5 min read
Web & mobile
One Codebase, Two Platforms: What Kotlin Multiplatform Actually Shares
Cross-platform pitches promise one codebase and deliver a compromise on both. Kotlin Multiplatform makes a narrower promise — share the logic, keep the native UI — and the narrower promise is the one worth having.
16 September 2025 · 3 min read
Real Estate
The Hidden Costs of Property Technology – And How AI Delivers 10x ROI
Table of…
1 July 2025 · 3 min read
E-learning
How Machine Learning is Reducing Dropout Rates in US Schools
Table of…
9 May 2025 · 2 min read
Real Estate
The AI Crystal Ball: How Predictive Analytics is Transforming Commercial Real Estate Investments
The commercial real estate (CRE) industry is evolving rapidly, with Artificial Intelligence (AI) leading the next wave of transformation. Predictive analytics,often referred to as the “AI crystal ball” for…
30 March 2025 · 2 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
Healthcare
Virtual Reality in Healthcare: What You Need to Know
Virtual reality (VR) is changing the healthcare industry by providing new solutions that improve patient care and treatment results. By putting users in a simulated environment, VR technology creates an experience that…
29 November 2023 · 13 min read
Cloud
The game-changing role of cloud computing in healthcare innovation
Cloud computing has become a game-changing technology in the healthcare industry, changing the way healthcare organizations store and manage data, work together, and undergo digital transformation. With its…
22 November 2023 · 11 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
AR & VR
Healing with Holograms: Navigating the Ethics of AR in Healthcare
Augmented Reality (AR) is not just the stuff of science fiction anymore. It's swiftly making its way into real-world applications, and healthcare is a prime example. AR has the potential to transform the medical…
25 October 2023 · 4 min read
AI
Maximizing ROI with AI in Product Re-Engineering: A Comprehensive Analysis
Introduction:…
18 October 2023 · 3 min read
E-learning
Empowering Teachers with AI Tools for Streamlining Classroom Management
In the educational realm, AI applications are broad and diverse. They encompass everything from personalized learning experiences and adaptive tutoring to administrative automation and enhanced data analysis. The…
11 October 2023 · 10 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
Cloud
Choosing the Perfect Cloud Provider: AWS vs. Azure vs. Google Cloud
In today's digital age, cloud computing has become the backbone of modern businesses and organizations. The ability to store, manage, and access data and applications remotely, with the scalability and flexibility…
8 September 2023 · 6 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
Cloud
Cloud Computing for Developers: Tips and Tricks for Optimizing Performance
The advent of cloud computing has brought about a significant transformation in the way developers create and launch applications, ushering in a new era of flexibility, scalability, and efficiency in the software…
10 May 2023 · 5 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