Strategy
An AI-native enterprise starts with the work
Why the unit of transformation is the complete customer outcome
Read the research 9 min readPDF · 13 pages · EnglishPerspectives / The research collection
October 2026Ideas for the AI-native enterprise.
Research to sharpen the choices ahead. Explore the evidence, challenge the assumptions and decide what comes next.
20research perspectives
Open access · Downloadable reports
Open access · Downloadable reports
The defining question
An AI-native enterprise starts with the work
Why the unit of transformation is the complete customer outcome
Explore the perspective 9 min read · Full report + PDF
The complete collection
English reports. Arabic executive summaries.
20 reports · October 2026 edition
Strategy
The AI productivity question needs a better denominator
Why promising task results and modest business effects can both be true
Read the research 8 min readPDF · 13 pages · English
Strategy
Price the accepted outcome
The economics of AI beyond tokens, seats and headline savings
Read the research 9 min readPDF · 12 pages · English
Strategy
The execution gap is a chain of unresolved constraints
How to move from promising demonstrations to repeatable business performance
Read the research 8 min readPDF · 11 pages · English
Strategy
From pilots to an operating model
Allocate decision rights before delegating work to AI
Read the research 8 min readPDF · 12 pages · English
Strategy
An AI strategy must make investment choices
A practical discipline for committing capital while technology keeps changing
Read the research 8 min readPDF · 11 pages · English
Strategy
Protect the learning inside the work
How AI adoption can build tomorrow's judgement while improving today's performance
Read the research 8 min readPDF · 12 pages · English
Engineering
Evaluate the decision before buying the capability
A CEO's guide to measuring whether an AI system deserves operational authority
Read the research 9 min readPDF · 13 pages · English
Engineering
Agents need an operating contract
How to turn flexible reasoning into bounded, recoverable business execution
Read the research 9 min readPDF · 14 pages · English
Engineering
Keep AI useful as the world changes
Why source stewardship, controlled releases and recovery belong in the AI business case
Read the research 9 min readPDF · 14 pages · English
Engineering
Secure the authority behind the answer
An executive framework for useful AI workflows that remain bounded under attack
Read the research 9 min readPDF · 14 pages · English
Engineering
Data sovereignty is an architecture
A practical control map for AI systems operating across borders
Read the research 9 min readPDF · 13 pages · English
Engineering
Build a memory for consequential decisions
Why AI assurance depends on evidence lineage, recorded authority and recoverable context
Read the research 9 min readPDF · 13 pages · English
Region
Arabic quality is a service promise
Designing AI that works across language, evidence and the complete customer journey
Read the research 9 min readPDF · 14 pages · English
Governance
What a regulator actually asks
A management reading of selected EU, US credit and UK requirements and guidance
Read the research 9 min readPDF · 13 pages · English
Governance
Governance is not a brake
Design the conditions under which teams can move without asking again
Read the research 8 min readPDF · 13 pages · English
Region
AI for UAE government at scale
Complete the public-service journey across federal and emirate institutions
Read the research 9 min readPDF · 12 pages · English
Strategy
Banking on AI with accountability
Scale the decision, the control and the economic case together
Read the research 9 min readPDF · 12 pages · English
Engineering
The AI telecom operating model
Make autonomy earn its place in network and service economics
Read the research 8 min readPDF · 12 pages · English
Strategy
AI, energy and infrastructure choices
Treat compute demand, power access and flexibility as one investment decision
Read the research 10 min readPDF · 14 pages · EnglishOur research approach
Evidence you can inspect. Ideas you can use.
Each perspective brings primary sources into a clear argument, examines the counterargument and sets out the decisions for leadership. Published findings and original mayden analysis are clearly distinguished.
Narrative research synthesis. Explicit methods, sources and limitations. No proprietary survey or client results are implied.
AI Native Index™
Explore the evidence behind the next enterprise.
Read the sector reports, inspect the underlying sources and explore sector research in the Public Evidence Edition.
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