Guides
The AI development guide.
Most of the effort in an AI product is not the model. It is the data, the product around it and the checks that make the output reliable.
These guides cover what AI features cost, which use cases are practical for startups and enterprises, and how AI changes software delivery.
(01) AI and automation
Cost and use cases
Pricing
How much does AI software development cost?
What adding AI features to a product costs at a fixed price, what drives the number beyond the model itself, and how our tiers apply.
14 Nov 2025
AI
Top 7 AI use cases for startups to scale faster
Practical ways startups use AI to automate operations, improve customer experience and make better decisions without growing headcount at the same rate.
2 Apr 2026
AI
Out of AI tokens, or out of AI budget? Why enterprises are rethinking AI investment
Why many enterprise AI budgets are running out before business value appears, the hidden costs behind it, and why execution matters more than buying more tools.
29 May 2026
(02) AI and automation
AI in practice
AI
How AI is transforming custom software development in 2026
Where AI is changing the software development lifecycle, from code generation and testing to AIOps, plus use cases by industry and how to get started.
25 Mar 2026
AI & Automation
The role of AI and automation in modern enterprise IT solutions
Five ways AI and automation are changing enterprise IT, from operational efficiency and analytics to security, personalisation and scalable IT management.
9 May 2025
Fintech
The role of AI in fintech: transforming financial services in 2026 and beyond
Key applications of AI in fintech, emerging trends, implementation challenges and best practices for payments, lending, insurance and wealth management.
21 Apr 2026
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