Insights

Perspectives from the frontline of AI adoption.

The AI Winners May Not Have the Best Models. They Have the Best Ecosystems.

The organizations creating the most business value may not be the ones building the smartest models. They may be the ones making AI the easiest to adopt.

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Announcement

3 min read

Welcoming Heather Cayouette to ScarlettNova

Heather Cayouette, CIPP/C, CIPT, joins ScarlettNova as AI Governance & Privacy Advisor — bringing two decades of experience helping organizations build the governance, privacy, and trust that let AI scale responsibly.

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Perspective

3 min read

The AI Adoption Puzzle: Why Usage Is Rising but Impact Is Not

AI usage is at an all-time high, but operational impact isn't following. The gap isn't the technology — it's the adoption layer between the tool and the workday.

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Perspective

3 min read

Enterprise AI Capability Without the Cost and Complexity of Building an Internal Team

Many organizations recognize the transformative potential of artificial intelligence but face a common challenge: they lack the internal expertise, capacity, or budget required to establish a dedicated AI department.

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Perspective

2 min read

Open-Loop vs. Closed-Loop AI: Why Most AI Initiatives Never Scale

Imagine applying closed-loop systems across customer churn reduction, hiring workflows, supply chain optimization, sales follow-ups, forecasting, or content operations. Instead of generating static recommendations, the organization builds systems that continuo

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Framework

2 min read

When Incremental Change Stops Working (And How to Know It's Time for a Step Change)

In Article 1, we described flux as the moment when incremental change stops delivering results, not because teams are failing, but because the environment has moved faster than the organization.If that description feels familiar, the next challenge is deciding

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Field Note

6 min read

From National AI Policy to Company Reality

At first glance, an AI policy conference can feel far removed from the day-to-day realities of running a small business. National frameworks, global governance, democracy, youth protection, important topics, but seemingly distant from questions like: How can w

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Framework

2 min read

How to Tell If Your Organization Is in “Flux”?

Most SMEs are in flux.A state where incremental change no longer keeps pace with the rate of change in the environment.Johnson & Scholes, in Exploring Strategy, describe flux as the period when the environment has already changed, but the organization has not

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Field Note

6 min read

What the OECD’s New SME AI Report Means for Small Businesses—And Where to Start

The OECD just released one of the most comprehensive reports, to date on how small and medium-sized businesses (SMEs) are adopting AI and why many are still struggling.As a consulting firm that helps SMEs adopt AI responsibly and effectively, we didn't just sk

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Perspective

2 min read

Is Your Organization Truly AI-Ready?

Recent discussions have led us to realize that most organizations are not fully prepared for AI integration. The common misconception is that leveraging generative AI for content creation and image generation equates to comprehensive AI adoption. However, this

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Perspective

2 min read

Unlocking AI Literacy: The Modern Workplace Superpower Your Team Needs

Is your team still glazing over when they hear terms like “prompt engineering” or “machine learning”? You're not alone and that’s exactly why AI literacy is the conversation we all need to be having.Some things we’re seeing first-hand are: organizations want t

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Framework

2 min read

How to Unlock AI’s Full Potential: Start with Your Workflow

Understand Your Current WorkflowsBefore jumping into AI, it’s essential to understand how your business operates today. Every company, regardless of industry, relies on workflows that keep operations running smoothly.To make AI work for you, start by gaining a

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Perspective

1 min read

AI In Construction, Build Smarter, Not Harder

Through supporting and working with construction firms in their efforts to adopt AI, we have learned it’s not as simple as it sounds.Across the board, we are hearing some consistent challenges:🧩 Data is still too fragmented. Project info lives in silos across

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Framework

2 min read

Overcoming the Top 5 Barriers to AI Adoption in Your Business

Discover how to overcome the top 5 barriers to AI adoption in your business. Learn practical steps to integrate AI effectively today!

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Perspective

2 min read

Adopting AI Tools: Off-the-Shelf vs. Custom-Built

Explore the pros and cons of adopting AI tools: Off-the-Shelf vs. Custom-Built. Which is right for your business? Discover more insights now!

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Perspective

1 min read

AI is NOT Magic—It’s Math, Data & Strategy

AI isn't a mystical force—it thrives on historical data and a clear business goal. Yet, too many companies dive in without connecting AI to measurable business impact.Here’s the reality:✅ AI needs data—The more high-quality historical data, the better.✅ AI nee

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Perspective

2 min read

Harnessing AI for Business Growth: A Strategic Approach

AI is transforming industries at an unprecedented pace, offering businesses new opportunities to drive efficiency, enhance customer experiences, and foster innovation. However, realizing AI’s full potential requires more than just implementing technology—it de

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