Resources & Insights
Practical guides from the Octonyx engineering team on AI adoption, workflow automation, cloud architecture and enterprise software, written from the projects we deliver for clients.
Guides and articles
What you will find here
The resources section is where we write up what we have learned building software for clients. Each guide is aimed at the person who has to make a decision: an operations lead weighing up automation, a founder scoping a first product, or a technical lead planning a migration. We try to explain the trade-offs, the order of work and the questions worth asking a vendor, rather than selling a single answer.
Articles are grouped by category, and you can search by title, topic or keyword using the filters above. Current topics include:
- AI and digital transformation: where AI adds value in day-to-day operations, how to pick a first use case, and how to measure whether it worked.
- Cloud architecture: patterns for building systems that stay secure, observable and affordable as usage grows.
- Enterprise software delivery: scoping, integration with existing systems and planning a release that does not disrupt the people who depend on it.
Cost and comparison guides
- How much does a Shopify store cost in 2026? Published price ranges for launches, catalog automation, rebuilds and Shopify Plus.
- Upwork vs dedicated team vs scoped project How to choose the right way to hire a software partner.
From guide to project
If a guide describes a problem you are facing, these pages explain how we approach the work in practice:
- AI automation and AI development for workflow automation and custom models.
- Cloud solutions and enterprise security for infrastructure, migration and access control.
- Custom software development and digital transformation for replacing spreadsheets and legacy tools.
- E-commerce development, including published price ranges for store builds and care plans.
- Our delivery process, step by step, and the full list of services.
See the work behind the writing
Our case studies show the same ideas applied to real systems:
- UCMR: a hospital management system for Family Health Hospital, Gilgit-Baltistan, covering patient records, scheduling, labs, pharmacy and billing.
- BAS: a biometric attendance system for the Government of Gilgit-Baltistan with geo-fenced check-in and reporting dashboards.
- QuoHR: an HR platform for technology teams covering onboarding, payroll, timesheets and performance workflows.
Have a question a guide does not answer? Contact us and we will reply within 24 hours.