Ownership is visible
Every finding names the decision, the team accountable for it, and what has to move next. No floating action items.
Enterprise Technology & Adoption Architecture
Turn stalled technology investments into systems people use
AI and Copilot are often the entry point. The larger problem is adoption across the stack. NERD finds where work breaks across workflow, ownership, governance, and measurement, then ranks what to fix first.
Tool-agnostic. Microsoft 365 Copilot, Azure AI, Claude, OpenAI, and whatever comes next.
Where It Breaks
You bought the AI. You deployed it. Usage never followed.
We're paying for licenses no one touches, and the rollout has not moved in months.
Six failure patterns show up repeatedly. Pick the one that sounds like your Monday.
Reason 01
Select any reason to read it from your side of the desk.
User Adoption Gap Calculator
Three numbers you already have. One useful read.
Your numbers, your gap.
Enter what you know. The read appears here without a form, sales call, or gated result.
0%
Your adoption rate
$0
Annual spend on unused seats
0
Seats sitting idle
Next step: the User Adoption Gap Report. A ranked read on why the number is what it is, what is driving each failure pattern, and what to fix first.
Book a Discovery Session
Estimate based on the numbers entered. Seat adoption is one signal. The diagnostic reads the other seven.
What Changes
A stalled launch becomes an ordered set of decisions
The diagnostic assigns each break to an owner and ranks the reasons by impact. Root causes move ahead of symptoms.
The work has an order
You know what to fix first, second, and third, with evidence behind the sequence. Effort moves toward the constraints that affect adoption.
The next 30 days are usable
You leave with actions your team can run without NERD, and enough evidence to scope the larger fix with better judgment.
Principal Experience
Built where security, compliance, legal exposure, and daily use all had to hold.
Enterprise AI Adoption Lead
Cloudforce, 2024 to 2025
At Cloudforce, Ursula Spencer led platform adoption work across 25 organizations, including 485% user growth in 90 days at UCLA Anderson.
10% to 0%
Platform adoption
0%
User growth in 90 days at UCLA Anderson
0
Organizations supported
Federal oversight and eDiscovery
Federal Reserve Bank of Philadelphia, 2006 to 2021
At the Federal Reserve Bank of Philadelphia, Ursula Spencer built the Federal Reserve System's first enterprise eDiscovery framework across 12 Reserve Banks.
$0M+
Annual risk reduction
0+
Users governed
0%
Less manual processing
The Framework
UserBridge™
Three layers connect diagnosis, leadership decisions, and execution. The work is structured enough to price, but flexible enough to survive the organization it enters.
Current state
Span to cross
Operational adoption
Layer 01
Gap Intelligence
Where adoption breaks down and why. Usage data and user signals are ranked by impact.
Layer 02
Adoption Blueprint
The decisions leaders need to make, who owns each one, and what should move first.
Layer 03
Execution Orchestration
NERD stays in the room while decisions, ownership, and direction are tested against the work.
The entry point is the User Adoption Gap Report. From there, engagements scale to fractional architecture leadership and portfolio-level adoption support.
Before You Book
The questions you are already asking
Question 01
Discovery White PaperHow adoption failure gets diagnosed inside regulated enterprise environments.
Start
You crossed the page. Your users can cross the gap.
45 minutes
Your first strategy session is on us
Bring the numbers and the rollout that quietly stopped. You will get a straight read on what is happening underneath it, from someone who has seen this pattern inside federal agencies, top banks, and universities.
You leave with something useful whether or not we work together.
Book a Discovery SessionUngated
Capability Statement
Competencies, past performance, NAICS, and certifications. One click, no form.
Download the CAPE