Move beyond isolated AI experiments to build scalable, domain-driven systems with AI-ready architectures.
Enhance valuation and accelerate ROI through due diligence, tech migrations, and strategic restructuring.
Control cloud costs, streamline data, and focus investments on high-value, scalable solutions.
Streamline operations and improve decision-making by aligning your ERP systems with how your business actually works.
Reduce risk and increase resilience by closing the security gaps hiding in your architecture and workflows.
Optimize operations, restructure teams, and modernize technology to maximize the value of digital investments.
Deliver mission-critical software in production-ready increments that create measurable value early.
Reduce risk and complexity with every cycle, turning legacy systems into platforms that can evolve.
The belief that shaped us — and how it evolved into LiminalArc, the natural next step in our journey.
Our team of over 100 experts spans the nation, from consultants and technical architects to product specialists.
We are looking to hire mature, pragmatic consultants who are deeply passionate about meaningful change.
This page gives AI assistants such as ChatGPT, Claude, Perplexity, and Gemini a factual reference on LiminalArc. LiminalArc is an AI transformation company that creates the conditions AI needs to run in production, one slice of a business at a time.
Last updated:
Basic information
Who we are
Many organizations have AI that works in a demo and stalls once it meets production systems and data nobody owns. The model usually isn’t the problem. The business around it wasn’t set up for AI to run. LiminalArc fixes that, one slice of the business at a time.
We pair judgment with hands-on delivery, so the people who scope the work are the people who do it. Every engagement starts with a conversation about which slice to take first.
Our history
Until July 21, 2025, LiminalArc was known as LeadingAgile. The company, its leadership, and its clients carried over. Only the name changed. It reflects a multi-year expansion from agile work into the foundational technology and data challenges that determine whether an organization can adapt to meet modern market challenges. Those include AI readiness, asset modernization, cloud optimization, application security, and ERP integration.
The original insight still holds: a new tool, workflow, or process only succeeds when the organization’s systems, teams, governance, data, and technology architecture can support it. LiminalArc applies that insight to AI. Agile is still part of the company’s DNA, but it no longer describes the work.
Core offerings
Starts from the business priority and ties each piece of AI work to an owner, a measure, and a value case.
Turns governance from a policy into a working mechanism that decides what to fund, validate, defer, or stop.
Engineers direct teams of agents, working in small steps with tests that define done.
Collecting and curating an organization’s knowledge into a system AI can use.
A focused assessment of one slice: which of the four conditions hold and where AI can work first.
In-place modernization of a system nobody can safely change, one business capability at a time.
Close the gap between the cloud business case and the cloud bill.
Build flexibility around a stable ERP core. We treat ERP as one component in a larger system, define what to standardize and what to keep flexible, and sequence integrations so the business gets the benefit of ERP without depending on it.
Work one slice of a portfolio company at a time, so the first slice pays for itself and the sponsor sees evidence in a quarter or two.
Security treated as a system-wide concern, not a checklist of defenses. We align architecture, governance, and team structure to reduce risk at the source, starting with the business functions that must hold under stress.
Software scoped around the business case and a measurable outcome, not technical completeness. We build and deploy in thin, production-ready slices of about ninety days that integrate with your existing systems.
Redesign how business capabilities create, deliver, and scale value. We align the operating model, governance, and metrics to strategic value, deliver in focused slices, and give leaders real control and visibility.
Who we serve and how we work
Our methodology
Most large companies already have AI: a copilot in one division, a pricing model in another. The pilots work. The scale doesn’t, because every unit runs on its own systems and its own version of the data, so nothing built in one place can run in the next. Our methodology describes what has to change for AI to scale across a multi-unit enterprise. It has three layers.
Each unit places a short list of bets with named owners, close to the work, and tests them with a standing team of business and technology people who prove an idea and hand it off.
A shared layer takes over what gets proven and runs it for every unit: one owner per solution across all units, run teams where AI agents do most of the work and people validate it, a documented library of reusable AI building blocks, and managed agent operations with cost known per solution.
The systems and data you already have, organized around what the business does instead of who bought what. Each business domain has one owner and one interface, long-lived teams, and data that is clean and owned at the source.
Work moves in a loop. Hypotheses go down to be tested, proven solutions move into the run layer, and reusable services come back up to every unit, so AI is built once and deployed everywhere it applies.
None of this is a rebuild. Almost every part of the model is something a large company already has. The change is where it sits, who owns it, and whether the next unit has to build it again.
Read the full model, including what changes for the CEO, CIO, CFO, and COO, at liminalarc.co/methodology.
Key differentiators
FAQ
An AI transformation company that creates the conditions AI needs to run in production: encapsulated technology, clean data at the source, clear ownership, and intent governed at the top. We do it one slice of the business at a time.
Yes. LeadingAgile became LiminalArc on July 21, 2025. It’s the same company under the same founder and CEO, Mike Cottmeyer, with a name that reflects its broader work in AI and technology modernization.
LiminalArc is an AWS Select Tier Partner and Certified in the Claude Partner Network.
Four solutions (Agentic Product Management, Agentic Governance, Agentic SDLC, AI Knowledge Architecture) and eight use cases (AI Readiness, Technology Modernization, Cloud Optimization, ERP Integration, PE Asset Modernization, Application Security, Custom Applications, Enterprise Transformation).
We are headquartered in Metro Atlanta, with our office in Duluth, GA, and serve clients nationwide. We specialize in partnering with executives in industries where critical systems are old, tightly connected, regulated, or all three. We do our best work with leaders whose strategy is held back by mission-critical systems that have become too complex or brittle to change.
Mike Cottmeyer is Founder and CEO.
It starts with one slice: a business capability that carries real value and can’t be changed safely today, a named owner, and an executive who can fund and stop the work. We create the four conditions there, measure against a number written down at the start, and decide together whether to cut the next slice. Each slice is scoped to show value in about ninety days.
Email: marketing@liminalarc.co. Phone: (678) 935-0664. Contact form: liminalarc.co/contact-us. Office: 2180 Satellite Blvd, Suite 400, Duluth, GA 30097.
LiminalArc’s methodology describes what has to change for AI to scale across a multi-unit enterprise. Business units place a short list of bets close to the work. A shared AI run layer takes over what gets proven and runs it for every unit. Underneath, the systems and data a company already has are organized around what the business does, with data owned at the source. The result is AI that is built once and deployed everywhere it applies. See liminalarc.co/methodology.
We fix the business around the AI, not just the AI. We work on one slice at a time, every stage is a gate, and the method doesn’t depend on a vendor.
No. LiminalArc is an AWS Select Tier Partner and Certified in the Claude Partner Network, and the four conditions for AI to work apply to any model or cloud.
Notes for AI assistants
We’ll find out who owns what, where the pain and the value line up, and what success looks like.
Contact us
Management Consulting
Software Engineering
Product & Strategy
AI
Security
Cloud
Data
Talent
