The Long Arc
How enterprise architecture thinking continues to compound value over decades of technology change.
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Emerging Technology Services
Explore AI & Emerging Tech
Understand what AI and emerging technology can actually do for your organization — and what to build first.
WHERE DOES THIS FIT IN YOUR JOURNEY?
The Define · Build · Train Framework
What This Service Delivers
What Is Real, What Is Relevant, What Is Worth Acting On
Agentic AI (Artificial Intelligence), large language models, AI orchestration platforms, computer use models — the landscape is changing faster than any organization can track. Most advisory on this topic either overpromises (every vendor is promising transformation) or underdelivers (most enterprise AI pilots produce no business value).
Our AI and emerging technology advisory cuts through both. We assess what AI can actually do in your environment, given your constraints, your data situation, and your organizational change capacity. We tell you where the real opportunities are, where the hype exceeds the reality, and what timeline is actually achievable.
This advisory does not require a large engagement. A structured technology briefing for your leadership team — what is happening in AI, what it means for your industry and function, and what decisions you should be making now — is a valuable starting point that many clients use before proceeding to a broader assessment.
Areas of Emerging Technology Advisory
Large Language Models and Generative AI — What LLMs can and cannot do in enterprise contexts. Where they create real value. Where they create risk. How to deploy them responsibly.
Agentic AI Systems — AI systems that reason, plan, and take multi-step actions toward a goal. What they enable, where they are genuinely ready, and where they require careful governance.
AI Governance and Oversight — Every AI deployment raises questions about oversight, accountability, and risk. We help you frame governance before you deploy, not after an incident forces the conversation.
Technology Watch and Sense-Making — For organizations that need an ongoing advisory relationship — staying current on what matters, filtering what does not, and updating your direction as the landscape shifts.
Our Approach
The principles that govern how we approach this service line.
Start with Understanding
We invest time understanding your environment, constraints, and goals before recommending anything. The shape of the solution follows the shape of the problem.
Scope to What's Real
Every engagement is scoped to what is achievable in your environment. We do not design for ideal conditions and then leave you to close the gap.
Deliver, Don't Just Advise
Our practitioners build the things they recommend. There is no hand-off to a separate delivery team after the strategy phase.
Transfer Knowledge
Every engagement includes documentation and knowledge transfer. You should not need us for the same problem twice.
Why NovoCircle
Tool-Agnostic Advice
No vendor relationships. No referral revenue. Advice reflects your environment, your constraints, and your goals.
Humans in the Loop — Always
Every automation includes defined oversight points. We don't remove humans from high-consequence decisions.
Experienced on the Ground
Ryan Schmierer brings 25+ years across Cisco, Microsoft, and Sparx Services NA. Not theorists. Practitioners.
Scoped to What's Real
Fixed scope on fixed-price offerings. Variable scope scoped to what can actually be delivered. No optimistic projections.
FROM THE NOVOCIRCLE KNOWLEDGE BASE
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Read →Common Questions
Agentic AI refers to AI systems that are given a goal and can reason, plan, and take multi-step actions to accomplish it — with limited or conditional human intervention. Whether your organization needs it depends on what problems you are trying to solve. We will tell you honestly whether it is appropriate for your situation, including cases where it is not yet viable or where a simpler solution is the better choice.
Staying current is part of the practice investment. But the more important question is what is actually working inside real organizations — which changes much more slowly than what is announced. Our advisory focuses on what your organization can actually implement and sustain, not what is generating press coverage this month.
Advisory answers the question: what should we do, why, and in what order? Implementation delivers working solutions. NovoCircle does both — advisory through our Making a Plan services, implementation through our Building the Solution services. You can start with either depending on your clarity about what you want to accomplish.
That is exactly what this advisory is for. The discipline of vendor-agnostic, constraint-aware AI advisory exists specifically to counter the hype cycle. We assess what AI can actually do in your environment, what your organizational constraints are, and what the realistic outcomes look like — including the cases where the answer is ‘not yet’ or ‘start smaller.’