idigdata

Your transformation gets an owner.

Application systems and agentic AI. I have done both layers, and I come inside to own delivery. You keep what we build. The operation stays up.

The application layer

Enterprises keep buying technology and stacking it on what already runs. The failures show up between people, vendors, SI teams, and siloed data.

Everyone owns their piece. Vendors own the product map. SIs own the delivery map for their mandate. The company rarely owns the operating map above them. Systems, six process constellations, and people on a company-owned data core. I have spent 30 years doing exactly that: keeping the operation up while the stack moves.

The arrival of agentics

Enterprise-Agentics has already landed on that same old mess. People are putting agents to work inside the business, often without guardrails or a company-owned operating model.

The company must know what is running, control what it can reach and do, keep an accountable person in command, and prove what happened. Governance and risk are operating questions now. Few companies have a path they can own.

Both layers

What you get is both layers under one owner. The application layer keeps the business running while the stack moves. Enterprise-Agentics is the new layer: owned, not rented. The result is a living asset the company keeps. The work remains one job across people, data, and workflows.

A capital asset that protects and expands Operating Income, not another expense line. Operating Income is the heart and soul of enterprise health: real operating cash flow and gross margin defense, not EBITDA abstractions. Keep-running lives on the application layer. The agentic layer is how the new arrival actually runs.

The Value of InformationGrace Hopper · 1982

The IP of every company is its data.

Tools, platforms, and AI models change with every wave. I put the power, ownership, and judgment back into the company.

PeopleHuman command on the last move. Floor to board accountability.
SystemsERPs, SaaS, and agentic workflows are rented tools to execute the work.
DataThe compounding sovereign asset. What the company owns and keeps.
IncomeA capital asset the company keeps. Not another expense line.

An owner

Your transformation gets an owner.

I have done both layers, and I come inside to own delivery under the right mandate. The application layer is earned ground: more than 50 implementations and 15 full transformations taken through production. The agentic layer is live work right now: Enterprise-Agentics in production, with guardrails and an operating path the company owns. This is not shadow work on a laptop. The insurance is earned judgment on the first layer and live practice on the second.

The joints never had an owner.

Every square already has a vendor. The seams are where it fails. I sit there while the operation stays up.

Most recent: CIO, Sierra Nevada Brewing (~$420M). Full member of the executive leadership team. Led a $15M enterprise transformation built on a company-owned data core, rebuilt the IS function, and put agentic AI into production.

Earlier: CEO/CTO, Timberline. Scaled $250K to $130M across US and China. Operating systems that had to hold in the field.

Dock to the boardroom. Full-time or embedded, the shape follows the mandate.

30 years · 50+ implementations · 15 full transformations at scale · $100M–$1B operators · agentic AI in production.

If the work needs an owner, start there.

No deck. No proposal theater. Bring the real situation: the legacy stack, the stalled modernization, the keep-running constraint. I'll walk you through exactly how I'd own it. Permanent or fractional. The ownership standard does not change.