LeadingAgile is Now LiminalArc. Read the Full Announcement

AI Readiness

Move beyond isolated AI experiments to build scalable, domain-driven systems with AI-ready architectures.

PE Asset Modernization

Enhance valuation and accelerate ROI through due diligence, tech migrations, and strategic restructuring.

Cloud Optimization

Control cloud costs, streamline data, and focus investments on high-value, scalable solutions.

ERP Integration

Streamline operations and improve decision-making by aligning your ERP systems with how your business actually works.

Application Security

Reduce risk and increase resilience by closing the security gaps hiding in your architecture and workflows.

Enterprise Transformation

Optimize operations, restructure teams, and modernize technology to maximize the value of digital investments.

Custom Applications

Deliver mission-critical software in production-ready increments that create measurable value early.

Technology Modernization

Reduce risk and complexity with every cycle, turning legacy systems into platforms that can evolve.

Practices

Management Consulting Software Engineering Product & Strategy AI Security Cloud Data Talent

Our Story

The belief that shaped us — and how it evolved into LiminalArc, the natural next step in our journey.

Leadership & Team

Our team of over 100 experts spans the nation, from consultants and technical architects to product specialists.

Careers

We are looking to hire mature, pragmatic consultants who are deeply passionate about meaningful change.

Connect

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Consulting

Chris
Duncan

Senior Engineer

Chris Duncan is a versatile software engineer and consultant with deep experience designing, building, and modernizing complex systems across a range of technologies and industries. Chris brings a strong engineering mindset and an ability to bridge strategy with execution. His expertise in modern software architecture, cloud infrastructure, and agile delivery empowers clients to accelerate digital transformation, enhance performance, and adapt confidently to evolving business needs. Driven by curiosity and technical excellence, Chris helps teams deliver solutions that are not only effective, but elegantly engineered for long-term success.

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Increasing Decision Capacity Post AI
In this video, Stacy Gordon sits down with John Greisner, a management consultant at LiminalArc,…
Why AI Fails: You Bet Production on a Promise
My last six posts made an argument: AI fails on conditions, not models; capabilities are…
Why AI Fails: You Rolled It Out Everywhere at Once
The argument so far, in one breath: your pilots work and don’t pay because they…
Why AI Fails: You Gave it the Wrong Job
This series has been about conditions: why pilots die in production, what the four conditions…
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