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Federal agencies have AI tools in hand, so why isn't adoption taking off?

A recent MeriTalk and ICF survey found that 91% of federal IT leaders say redesigning workflows, not deploying the tech, is their biggest challenge with agentic AI. Emily Nava and Dr. Andrew Hutson of QFlow Systems dig into what that means on the ground: why AI is "a really good guess" while workflows can't guess, why agencies struggle to even describe their current processes, and why the fix starts with building systems, not writing better prompts.

In this episode:
• What the survey says, and why we take it with a grain of salt
• Why workflows need something deterministic, and where AI fits
• Building a "system" vs. one long chat, plus a real example that cut production time in half
• Harnesses, hooks, scripts, and the "ask me questions" prompt
• Who owns AI adoption at a federal agency?
• Why auditing and monitoring AI agents is the next big gap

Resources
Report: The Agentic Future (MeriTalk & ICF): https://www.icf.com/insights/technology/agentic-future-federal-ai-readiness-gaps-challenges

QFlow MCP Server: https://www.qflow.com/mcp-server

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#AgenticAI #FederalIT #GovTech #AIAdoption #WorkflowAutomation #Podcast

About "The Interconnectedness of Things"
Welcome to "The Interconnectedness of Things," where hosts Dr. Andrew Hutson and Emily Nava explore the ever-evolving landscape of technology, innovation, and how these forces shape our world. Each episode dives deep into the critical topics of enterprise solutions, AI, document management, and more, offering insights and practical advice for businesses and tech enthusiasts alike.

Brought to you by QFlow Systems
QFlow helps manage your documents in a secure and organized way. It works with your existing software to make it easy for you to find all your documents in one place. Discover how QFlow can transform your organization at qflow.com

Follow Us!
Andrew Hutson - LinkedIn
Emily Nava - LinkedIn

Intro and Outro music provided by Marser.

Share Your Thoughts With Us!

Share Your Thoughts With Us!

If AI is connected to all the right systems, why does it still struggle to deliver reliable results?

In Part 4 of our Lifecycle of Work series, Emily Nava and Dr. Andrew Hutson explore the gap between connection and capability. While many organizations are focused on plugging AI into more systems, this episode makes the case that access alone isn’t enough. Without structure, relationships, and shared organizational knowledge, large language models (LLMs) can’t consistently deliver meaningful outcomes.

Using a powerful metaphor, they explain how AI models are only as effective as the environment they operate in—the data, context, and systems surrounding them. From vector databases and knowledge graphs to emerging context engines and agent-based workflows, this conversation breaks down why AI performance varies so widely across teams and organizations.

They also discuss:

• Why AI reflects the level of organization behind it
• The difference between connection and true understanding
• How structured data improves reliability and scalability
• Why “organizational knowledge” is becoming a competitive advantage
• The growing importance of context engineering and agent tooling
• How AI is bridging the gap between technical and non-technical teams

Dr. Hutson also shares insights from his recent experimentation with context-aware tooling and open-source development, including the repository mentioned in the episode:
👉 https://github.com/HutsonLabs/repo-context-mcp-server

As AI adoption accelerates, this episode offers a grounded perspective on what it actually takes to move from experimentation to dependable, enterprise-scale results.

Because in the end, the environment you build your AI tools around matter.

About "The Interconnectedness of Things"
Welcome to "The Interconnectedness of Things," where hosts Dr. Andrew Hutson and Emily Nava explore the ever-evolving landscape of technology, innovation, and how these forces shape our world. Each episode dives deep into the critical topics of enterprise solutions, AI, document management, and more, offering insights and practical advice for businesses and tech enthusiasts alike.

Brought to you by QFlow Systems
QFlow helps manage your documents in a secure and organized way. It works with your existing software to make it easy for you to find all your documents in one place. Discover how QFlow can transform your organization at qflow.com

Follow Us!
Andrew Hutson - LinkedIn
Emily Nava - LinkedIn

Intro and Outro music provided by Marser.

Share Your Thoughts With Us!

In Part 3 of our 5-part series on the lifecycle of work, Emily Nava and Dr. Andrew Hutson dive into one of the most critical—and often overlooked—phases: workflows.

What happens when the structure behind your work starts to break down? When staffing shortages disrupt predictable processes, agencies are often left reacting instead of operating. In this episode, we explore how inconsistent workflows lead to missed tasks, lack of accountability, and reactive fire drills—and what can be done to fix it.

From redefining how work moves across teams to designing workflows that adapt to today’s staffing realities, this conversation focuses on building resilience into the system itself. Because when resources are limited, structure isn’t optional—it’s essential.

Tune in to learn how agencies can move from chaos to clarity by rethinking workflows as the backbone of scalable, mission-driven work.

About "The Interconnectedness of Things"
Welcome to "The Interconnectedness of Things," where hosts Dr. Andrew Hutson and Emily Nava explore the ever-evolving landscape of technology, innovation, and how these forces shape our world. Each episode dives deep into the critical topics of enterprise solutions, AI, document management, and more, offering insights and practical advice for businesses and tech enthusiasts alike.

Brought to you by QFlow Systems
QFlow helps manage your documents in a secure and organized way. It works with your existing software to make it easy for you to find all your documents in one place. Discover how QFlow can transform your organization at qflow.com

Follow Us!
Andrew Hutson - LinkedIn
Emily Nava - LinkedIn

Intro and Outro music provided by Marser.