hadobakht Independent thinking · Worldwide
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03 / WRITING & PERSPECTIVES

Notes on what comes next.

Long-form perspectives on business, technology, AI, data and the difficult art of decision-making.

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Fifteen original editorial essays are available. A forty-essay research programme remains underway, with new writing released as arguments and multilingual reviews are completed.

15 Essays
01
Data Ownership

Data ownership is a power relationship, not a checkbox

If customers cannot move, audit, understand and revoke access to their information, a promise of ownership is incomplete.

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02
Business Intelligence

The semantic layer is the memory of a business

A number without a shared meaning is not intelligence; it is a future disagreement.

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03
SaaS & Platforms

What does SaaS become when software starts doing the work?

The interface is changing; accountability, economics and durable product boundaries matter more than ever.

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04
AI Economics

The economics of intelligence must survive the invoice

A clever prototype is not a business model. Unit economics begins where the demo ends.

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05
Business Strategy

Every metric creates a behavior. Choose the behavior first.

Measurement is not neutral. An organization becomes what it rewards.

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06
Product Architecture

Independent products need shared foundations

Shared infrastructure creates leverage only when domain ownership remains clear.

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07
AI Agents

Before giving an agent tools, give it boundaries

Autonomy is not a feature toggle. It is a transfer of authority that must be designed.

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08
Business Strategy

Digital transformation without transformation theater

Technology projects are not evidence of business transformation until behavior and outcomes change.

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09
Data Sovereignty

Data sovereignty is a design constraint, not a flag

Location, control and capability are related—but they are not the same thing.

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10
Future of BI

The future of BI is not more dashboards. It is better questions.

From reporting yesterday to understanding choices tomorrow.

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11
Decision Systems

Decision latency is the cost nobody sees

Faster information means little if the organization cannot act.

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12
Entrepreneurship

Strategy is the management of options

Every architecture, partnership and product bet changes what a company can choose next.

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13
AI & Operations

A successful AI pilot proves less than you think

The distance from demo to durable product is made of exceptions, ownership and operating costs.

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14
Business Intelligence

Decision intelligence begins where dashboards end

Information does not make a decision. People and systems do.

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15
Artificial Intelligence

AI-native is an operating model, not a software purchase

The real transformation changes work and accountability.

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