Frequently Asked Questions (FAQ)

You have questions and we have the answers.

Every strategic advisory project begins with questions. Some are practical: How the process works? Who should be involved, what the expected outcome will be? Others are more strategic: How to explain technological transformation? How to align leadership around a clearer narrative? Or how to make investors, partners and markets understand what the company is becoming?

This FAQ section is designed to answer the most common questions about PAPR, Narrative Architecture and the way we work with AI and deep technology companies. It explains the thinking behind the approach, the typical advisory formats and the situations where Narrative Architecture can create value for executive teams.

Of course every company is different. The right approach depends on the organisation’s technology, strategic context, market position, leadership priorities and the specific transformation it is navigating.

Some questions can be answered in general terms. Others require a more focused advisory conversation.

PAPR is happy to support and guide potential clients through these questions. If there are unanswered issues, special circumstances or other factors that may influence the shape of a project, these will of course be discussed before any engagement is defined.

The purpose of this FAQ is therefore not to replace a conversation, but to make the starting point clearer. It it supposed to give potential clients a practical introduction to how PAPR thinks. What Narrative Architecture is designed to solve. And how a collaboration may begin. Please, never hesitate to contact us if you have more questions.

Narrative Architecture

What is Narrative Architecture?

Narrative Architecture is a structured approach to articulating how technological innovation translates into business strategy and market purpose. It helps companies explain what their technology enables, how their business direction is changing, and why that transformation matters to customers, investors and partners.

Why is Narrative Architecture important in the AI era?

AI and deep technology are transforming industries quickly, but many companies struggle to explain what their transformation actually means. Narrative Architecture helps leadership teams communicate technological change clearly before markets, investors and partners lose the thread.

Who needs Narrative Architecture?

Narrative Architecture is especially relevant for AI and deep technology companies navigating transformation, repositioning, investment, strategic partnerships or market expansion. It is designed for executive teams that need to explain what the company is becoming.

What does Narrative Architecture connect?

It connects three critical dimensions: technological capability, business strategy and market meaning. Together, these create a coherent strategic narrative that can be used with boards, investors, partners, markets and internal teams.

How does Narrative Architecture support executive communication?

It gives executives a structured way to explain technological transformation in strategic terms. Instead of only describing features or innovation, leadership can communicate direction, value, market relevance and long-term role.

How does Narrative Architecture relate to GEO?

Narrative Architecture helps structure company information so it works not only for human audiences, but also for AImediated discovery. This is important as large language models increasingly interpret company information before presenting answers to humans.

What is the outcome of Narrative Architecture?

The outcome is a clear, consistent strategic narrative that explains the company’s technological reality, strategic direction, market meaning and leadership message.

PAPR’s Methods

How does PAPR work with companies?

PAPR works through focused advisory engagements with executive teams during periods of technological transformation. The work helps clarify how a company explains its technology, strategy and market direction.

What is PAPR’s Narrative Architecture Project?

The Narrative Architecture Project is a focused strategic engagement that clarifies a company’s transformation narrative. It typically runs for 6–8 weeks and helps structure how technological innovation connects to business strategy and market purpose.

What is the PAPR framework?

PAPR’s framework has five stages: Technological Reality, Strategic Direction, Market Meaning, Leadership Articulation and Narrative Alignment. These stages help move from technological capability to a clear executive narrative.

What happens in the Technological Reality stage?

This stage clarifies the company’s actual technological capability and its real strategic significance. It separates what the technology does from what it means for the company’s future direction.

What is Leadership Articulation?

Leadership Articulation turns the strategic narrative into language that executives can use externally. It supports communication with investors, partners, markets, boards and other important stakeholders.

What is Narrative Alignment?

Narrative Alignment ensures that the company’s strategic narrative is consistent across leadership, the organisation and external communication. This helps avoid fragmented or contradictory explanations of transformation.

What advisory formats does PAPR offer?

PAPR offers Narrative Architecture projects, strategic advisory retainers and executive narrative workshops. These formats support companies that need to clarify, pressure-test or continuously refine their technological transformation narrative.

The Narrative Stack of the AI Economy

What is the Narrative Stack of the AI Economy?

The Narrative Stack of the AI Economy is PAPR’s model for how companies need to communicate in the AI era. It recognises that companies must now structure their narratives for humans, AI systems and future autonomous agents.

Why does company communication need a stack?

Because communication is no longer interpreted only by people. AI systems increasingly read, summarise and present company information before humans see it. In the future, autonomous agents may also evaluate companies directly through machine-readable information.

What is the Human Narrative layer?

The Human Narrative is the strategic story executives communicate to people. It includes investor narratives, leadership messaging, company positioning, media communication and internal strategic alignment.

What is the AI-Mediated Narrative layer?

The AI-Mediated Narrative is structured information designed to be interpreted by large language models and generative search systems. This is closely connected to GEO, or Generative Engine Optimisation.

What is the Agent Narrative layer?

The Agent Narrative is machine-readable information intended for autonomous AI systems. It prepares companies for a future where AI agents may evaluate, compare and interact with organisations without direct human involvement.

Why is the Narrative Stack important for GEO?

GEO depends on clear, structured and consistent information. If a company’s narrative is fragmented or vague, AI systems may struggle to interpret it accurately. The Narrative Stack helps make the company easier to understand for both humans and AI systems.

How does Narrative Architecture support the Narrative Stack?

Narrative Architecture creates the strategic foundation. It clarifies the company’s technological capability, business strategy and market meaning, then structures that narrative so it can work across human, AI-mediated and machine-readable layers.

What problem does the Narrative Stack solve?

It helps companies avoid inconsistency between what executives say, what the website communicates, what AI systems interpret and what future autonomous agents may read. The goal is a coherent narrative across all layers of interpretation.

Is the Narrative Stack only relevant for AI companies?

No. It is especially relevant for AI and deep technology companies, but any organisation whose market visibility depends on digital discovery, AI-generated answers or complex stakeholder interpretation can benefit from it.

What is the long-term significance of the Narrative Stack?

It prepares companies for a communication environment where visibility, trust and interpretation are shaped not only by media and search engines, but also by AI systems and agentic technologies.

Working with PAPR

What type of companies does PAPR work with?

PAPR works with AI, deep technology and innovation-driven companies that need to explain technological transformation, strategic direction and market relevance more clearly.

When should a company engage PAPR?

A company should engage PAPR when it is entering a transformation phase, preparing for investor conversations, repositioning in the market, developing partnerships or struggling to explain what its technology means strategically.

What happens during a Narrative Architecture project?

A Narrative Architecture project clarifies the company’s transformation narrative. It examines technological capability, strategic direction, market meaning, leadership articulation and narrative alignment.

How long does a Narrative Architecture project take?

A focused Narrative Architecture project typically takes 6-8 weeks, depending on scope and complexity.

Who should be involved from the company?

The work is usually most valuable when it involves the CEO, founders, executive team and senior leaders responsible for technology, strategy, communication, investor relations or commercial development.

What are the typical outcomes?

Typical outcomes include a clearer strategic narrative, sharper executive messaging, stronger investor and partner communication, improved market positioning and better internal alignment around the company’s direction.

Does PAPR offer ongoing support?

Yes. PAPR offers strategic advisory retainers for CEOs and executive teams that need an ongoing sparring partner during transformation, growth or repositioning phases.

Does PAPR work internationally?

Yes. PAPR operates internationally through PAPR AB in Gothenburg and ISAPA Advisory in Bangkok, supporting clients across European, Southeast Asian and global markets.

Executive Use Cases

How can Narrative Architecture support investor communication?

It helps executives explain how technological capability translates into business strategy, market opportunity and long-term value. This makes investor conversations clearer and more strategically grounded.

How can Narrative Architecture help during AI transformation?

It gives leadership teams a structured way to explain what AI changes in the company, how it affects strategic direction and why the transformation matters for customers, partners and markets.

How can it support strategic partnerships?

Partners need to understand not only what a company’s technology does, but why it matters. Narrative Architecture helps clarify the strategic role the company can play in its ecosystem.

How can it help before a strategic announcement?

Before a major announcement, PAPR can help clarify the message, pressure-test the strategic logic and ensure leadership can explain the announcement in a coherent and credible way.

How can it align leadership teams?

Narrative Architecture creates a shared language for the company’s transformation. This helps executives communicate consistently across strategy, technology, commercial development and external communication.

How can it support market repositioning?

When a company is evolving beyond its original category or business model, Narrative Architecture helps define what the company is becoming and how that shift should be understood by the market.

How can it help CEOs?

It gives CEOs a clearer executive narrative for boards, investors, partners, media, employees and the broader market. The focus is not only on communication, but on making strategic direction understandable.

How can it support communication in the AI era?

It helps companies structure their narrative for both human audiences and AI-mediated discovery, ensuring that the company is interpreted more clearly by people, search systems and generative AI platforms.

Peter Anderson on LinkedIn

What does Peter Anderson write about on LinkedIn?

Peter Anderson writes about Narrative Architecture, AI transformation, strategic communication, market positioning and how technology companies explain what they are becoming.

Who is Peter Anderson’s LinkedIn content for?

His LinkedIn content is relevant for international CEOs, founders, editors, entrepreneurs, investors and communication leaders interested in how AI and deep technology are changing business narratives.

Why does Peter Anderson focus on Narrative Architecture?

Because many technology companies can build advanced innovation before they can clearly explain its strategic meaning. Narrative Architecture helps connect technological capability with business strategy and market relevance.

What can executives learn from Peter Anderson’s LinkedIn posts?

Executives can learn how to articulate transformation more clearly, communicate strategic direction, prepare for investor and partner conversations. And how to position their company in an AI-mediated market.

How does Peter Anderson connect communication with AI?

He explores how communication is changing as AI systems increasingly interpret, summarise and present company information. This makes structured, consistent and credible narratives more important for human audiences and AImediated discovery.

Negotiating Attention on Substack

What is “Negotiating Attention”?

“Negotiating Attention” is Peter Anderson’s Substack newsletter, where he publishes longer reflections on communication, leadership narrative and technological transformation in the AI era.

What topics does “Negotiating Attention” cover?

The blog covers trends and news around strategic communication, AI, public relations, media, executive positioning, narrative, visibility and how organisations earn attention in increasingly complex information environments.

Who should read “Negotiating Attention”?

It is written for CEOs, founders, investors, editors, communication professionals and anyone interested in how AI is changing the way companies are understood by markets, media and stakeholders.

How is the Substack different from Peter Anderson’s LinkedIn?

LinkedIn is used for shorter observations, positioning and discussion. “Negotiating Attention” allows for longer-form analysis, deeper argumentation and more reflective essays on communication in the AI era.

Why is the newsletter called “Negotiating Attention”?

The title reflects a central challenge for modern organisations: attention is no longer simply captured through visibility. It must be earned, structured and negotiated across human audiences, media systems and increasingly AI-mediated channels.

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