Operating Model Diagnostics & AI Readiness
Redda Labs builds the model of how your organization actually operates: the decisions, workflows, ownership, and hidden assumptions, before you spend millions acting on the wrong one.
Your company outgrew the one head that could hold all of it. That isn't failure, it's success. But success scatters the picture. Every plan gets retold at every handoff, meanings splinter a little with each retelling, and eventually sales and engineering are using the same words for different things.
That's what stalls transformations and kills AI pilots. Modern AI can automate almost anything you can describe accurately, which makes an accurate description of how your business works the most valuable asset you can own. A scattered picture is the reason almost nobody has one.
"Engineering counts seven approval steps. Operations counts four. Sales skips two of them. Finance approves all of them and owns none. That mismatch costs six weeks a quarter, and nobody can see it."
Engagements
01
Three interviews and a five-page report naming the organizational contradictions costing you the most. The fastest way to see what this work does.
02
An immersion in your organization, ending with a model of how it actually works: how work flows, where decisions really happen, and what's ready for AI.
03
A retained senior voice that keeps your operating model current and brings it to every major decision that follows — technology, process, and AI.
When to Engage
Your AI initiative is stalling
The pilot impressed everyone; production didn't. The model is rarely the problem
The transformation keeps underdelivering
Year three, millions in, milestones green — and the outcomes still aren't felt
Every department tells you a different story
Decisions loop, meetings relitigate, and nobody holds the full picture
Committing to a major platform, build, or migration
Map the real process first, so you encode the business you have — not the one on paper
You've just inherited an organization
An accurate map, instead of a year of surprises
Three interviews. A five-page report naming the contradictions that will cost you the most over the next 12 months. Fixed fee, agreed before we start.
Get In Touch
Tell us a bit about the situation.
Discovery call
We'll discuss the situation and you'll know within 30 minutes whether this is the right fit.
Written deliverable
Every engagement ends with a written model your team can act on — insight you can verify against your own experience.
Based in Maryland
Available for remote engagements nationwide. In-person available throughout the Mid-Atlantic.