WhitepaperJul 20, 2026
The AI Adoption Ladder
Nine stages of AI coding adoption, from First Licences to the Dark Factory, and the bottleneck at each one. A field model from re:cinq engagements.
— re:cinq
AI AdoptionAI CodingAI Maturity
Whitepapers
& Case Studies
The client work we've done, alongside the research and frameworks that shape our approach.
WhitepaperJul 18, 2026
Software Factories at Enterprise Scale
A federated model that brings agentic development to every team. The operating model and six capabilities every software factory needs at scale.
— re:cinq
Software FactoriesAgentic DevelopmentEnterprise AI
BookMay 15, 2026
From Cloud Native to AI Native
This book introduces a pattern-based framework for transformation, identifying dozens of patterns, pitfalls, and anti-patterns that give technology leaders a shared language to understand change and guide their organizations toward the AI Native future.
— Pini Reznik and Michael Müller
AI NativeCloud NativeTransformation Patterns
AI training turned 1.5 stagnant years into a 3-day launch.
400%
Increase in agentic coding usage
3 days
To ship a mobile app stalled for 18 months
50% → 0%
Developer AI-hesitancy, before and after
Property management software · $3B platform · 100 engineers trained
eBookFeb 14, 2026
A Thousand Small Changes: AI Survival Map
A practical, easy-to-follow guide to understanding and using AI in your work and life.
— Pini Reznik
AI LiteracyNon-Technical TeamsPractical AI
Case StudyAI EngineeringAug 26, 2025
How an AI-Native conversational layer transformed access to a complex maritime routing API, turning latent platform value into answers.
Maritime technology · AI-Native architecture
re:cinq's platform engineering approach revolutionised our AI capabilities, enabling us to scale AI initiatives across the entire organisation with unprecedented efficiency.
— Technology Company Client
60%
Faster AI model deployment
35%
Lower infrastructure costs
3x
More AI experiments per quarter
Technology & software development · Platform engineering
WhitepaperJan 01, 2024
Wettbewerbsvorteil KI
Warum der deutsche Maschinenbau jetzt handeln muss. Ihr Praxisfahrplan für mehr Effizienz, Qualität und eine zukunftsfähige Fertigung.
— re:cinq
Künstliche IntelligenzMaschinenbauWettbewerbsvorteil
WhitepaperJan 01, 2024
The ROI of Platform Engineering
Unlocking the Power of Platforms – Maximising ROI with Platform Engineering, AI Engineering, and Cloud Native Engineering
— re:cinq
Platform EngineeringROICloud Native Engineering
Learn how re:cinq provided an assessment of seabo's platform and created a strategic roadmap for future growth.
3x
Cloud providers consolidated to one
60%
Faster data pipeline processing
100%
Stakeholder data transparency
Shipping & maritime technology · Platform assessment
Case StudySustainable ITJan 01, 2024
Discover how re:cinq optimised a company's infrastructure to halve its carbon emissions using sustainable IT practices.
40%
Lower IT carbon emissions
1590 km
Monthly petrol-car driving avoided
Sustainable IT · From 967.59 to 580.55 kgCO₂eq/month
