Why AI Gains Are Real and Your Balance Sheet Doesn’t Show It
Why measured AI gains at the task level keep failing to show up in productivity data — and what we measure instead at Axon Active.
INSIGHTS
Insights
Insights
from engineering teams
Axon Active's engineering blog — practitioner-written posts on how we deliver software: engineering, AI, DevOps, data, training. Each post published by the squad or specialist doing the work.
17+
Years in business
100%
Swiss owned
40+
Long-term clients
650+
Employees
80+
Dedicated teams
All articles
Browse the archive
7 min read
Product Owner vs Business Analyst vs Scrum Master Explained
The product owner vs business analyst debate trips up teams more than almost any other role question in Agile delivery…
7 min read
Data Strategy Services: Turning Data into an Operating Asset
Data strategy services help an organization decide what its data is for, who is accountable for it, and how it…
6 min read
Snowflake vs BigQuery: Choosing a Cloud Data Warehouse
Snowflake vs BigQuery is one of the most common decisions a data team faces when standing up a modern analytical…
7 min read
Kubernetes vs Docker: What’s the Difference and When You Need Each
The phrase "Kubernetes vs Docker" is one of the most common — and most misleading — comparisons in modern infrastructure.…
11 min read
What Is an Agile Coach? Role, Value & When to Engage One
What is an Agile coach, and why do organizations bring one in when they already have Scrum Masters and trained…
7 min read
Cloud Migration Strategy: A Step-by-Step Guide
A sound cloud migration strategy is the difference between a move that lowers cost and unlocks delivery speed, and one…
17 min read
Why Agile Transformations Fail: The Year-2 Trap & How to Fix It
Understanding why Agile transformations fail is more useful than yet another guide on how to start one. Most large organizations…
6 min read
A Buyer’s Guide to Enterprise Data Services
Enterprise data services are the set of capabilities that move data through a large organization reliably — from ingestion and storage to modeling,…
7 min read
How to Hire a Dedicated Development Team (5 Steps)
When you set out to hire a dedicated development team, the decision feels procurement-shaped — compare vendors, check rates, sign…
8 min read
DevOps Managed Services: What They Are & Why They’re Worth It
DevOps managed services give an engineering organization a partner that owns the operational backbone of software delivery — continuous integration and delivery,…
13 min read
Custom Fintech Software Development: A Complete Guide
Custom fintech software development is one of the most demanding kinds of engineering you can commission, because the product must…
9 min read
Dedicated Team vs Staff Augmentation: How to Choose
Dedicated team vs staff augmentation is the engagement-model decision that quietly determines whether your software organization compounds knowledge or constantly…
16 min read
Legacy Systems Meet AI: How Dedicated Teams are Changing COBOL Modernization in 2026
COBOL still powers an enormous share of the world's most critical infrastructure. Banking transactions, insurance claims processing, airline reservation systems,…
21 min read
The Invisible Line between Vibe Coding and Professional AI Engineering
Our clients ask us this question regularly: why does some AI development take a few hours while other work takes…
22 min read
AI Changes the Practice. The Scrum Team Stays
AI in software development is not optional anymore. We don't need to debate whether AI changes development — it does, dramatically. The…
11 min read
Software development with Axon Active – Top Company in Vietnam
GoodFirms recommends Axon Active as a top Agile Software Development company, providing comprehensive insights into their services and recommendations.
6 min read
Corporate Impersonation Scams: How International Criminal Networks Target Growing Digital Economies – And How to Stay Protected
Corporate impersonation scams have become a worldwide epidemic. International criminal networks increasingly exploit the trust in reputable companies to defraud…
8 min read
AI and Agile: Evolving the Software Development Process
Understand how Agile and AI transform modern development, allowing teams to iterate quickly, adapt, and deliver innovative, responsible AI systems.