Business transformation, with AI where it earns its place.
REF Greg Arnold · AgentLayer LLC
Enterprise AI, engineered as an operating system.
AgentLayer is my company for applied AI systems. Behind it is twenty-six years of telecom operations, process engineering, data science, and platform leadership, with AI as the newest tool applied to the same problems.
Since early 2026 I have put more than 1,500 hours into building hands-on across frontier models. When I say something can be built, it is coming from firsthand experience.
Hands-on building so recommendations come from firsthand knowledge.
Strategy, facilitation, planning, and delivery in one place.
SEC 01 What the work looks like
An operating layer between enterprise software and the new AI tooling.
Enterprise platform leadership
Twenty-six years across telecom operations, acquisition integrations, business process automation, data science, and platform engineering, from a fifty-person provisioning organization to a 140-person engineering org.
Responsible AI systems
Multi-model routing, cost controls, security guardrails, failure handling, and repeatable workflows, built and operated firsthand.
Operating models that hold up
Shipping an AI feature is the easy part. The system also has to be governable, adoptable, reviewable, and useful to the people who depend on it.
Applied product building
AgentLayer is where the methods get pressure-tested through real implementation, real trade-offs, and products that have to survive contact with users and operations.
SEC 02 Flagship system
ALOS turns ad hoc prompting into structured execution.
ALOS, the Agent Layer Operating System, brings workflows, personas, governance, review paths, and reusable operating logic into one practical system.
It can run guided or headless, depending on the kind of work. It exists because using AI well is a workflow and systems problem, not just a model choice.
SEC 03 Connected ventures
Built and run inside AgentLayer.
GeoScored
A product focused on helping companies understand how visible, accessible, and interpretable they are to AI systems and AI-powered search.
Visit GeoScored →ALOS
A workflow orchestration system for governed AI execution across brainstorming, branding, software engineering, and steel-threaded SDLC work.
Private operating system used internally across AgentLayer ventures.MyChiefTech
Strategic and hands-on technology leadership for businesses that need experienced product, software, and AI guidance without a full-time executive hire.
Visit MyChiefTech →NOTE Founder note
Why hands-on matters.
I spent twenty-six years running operations, process, data, and platform engineering organizations in telecom. AgentLayer is where I do the same work with AI in the toolbox. The hands-on hours are tool qualification, so what I recommend comes from firsthand knowledge rather than a vendor deck.
CONTACT Open a channel
Interested in the work, the systems, or the products?
Best way to reach me is LinkedIn or email.