Dan Cumberland
Founder
Know Where You Stand With AI. And What to Do First.
Most companies have plenty of AI activity and no clear picture of what it's returning. We show you where you stand, name the one thing holding you back, and build the plan you can take to your board— what to do first, what it costs, and what it returns.
Free assessment · about 8 minutes · results on screen, no email until the end.
Book a Call
“Most leaders know AI matters but don’t know what to do first. Dan walked me through his maturity model and it does exactly that. It turns an overwhelming topic into a clear picture of where you are and the next right move. It gives the kind of clarity a team needs to make real progress.”
Jay Papasan
Co-author, The ONE Thing
Why You're Stuck
You built this company on your expertise. Scattered AI experiments and operational drag are keeping your best people from the work that grows it.
AI Tool Sprawl
Your team signed up for six AI tools and none of them talk to each other. People experiment on personal accounts, the wins stay isolated to individuals, and nobody can say what any of it returns.
Companies can waste an estimated $30-50K/year on unused or overlapping AI subscriptions.
Leadership as Bottleneck
Every AI decision routes through the same two or three people, and they already have full-time jobs. Questions pile up, pilots stall, and the people who want to move wait for answers.
At a $10M company, every hour a leader spends sorting out AI tools is an hour not spent on strategy worth multiples more.
No AI Strategy
They buy licenses for everyone, sometimes training too, and six months later the team is still doing the same work the same way. Activity without a strategy doesn't compound.
95% of companies see no measurable return from AI. The difference between them and the 5% who do? A strategy.1
Growing Pains
The work is there. The capacity isn't. Hiring is slow and expensive, and your best people already spend big parts of their week on documentation and coordination that AI handles well.
AEC firms capture 20-30% more billable hours through workflow automation. At your billing rates, do that math.2
All four trace back to the same gap: nobody can say where the company actually stands with AI, so nobody can say what to do first.
Stop Working Harder. Start Working on the Right Things.
Calculate Your Numbers
What's AI Costing You
by NOT Using It?
Plug in your firm's numbers. See what you're leaving on the table.
Based on your firm's numbers, your team is spending an estimated
$1.2M/yr
on admin work AI can handle. That's
4,375 hours/year
your team could redirect to billable work.
"I completed a complex data report in two hours— work that used to swallow up two full days."
Daniel Hatke
Client
At your firm's numbers, reclaiming even half of that admin time adds up to $602K/year.
Among firms that optimize technology adoption, 77% report higher profit margins— a median 4 points higher. (Dodge Construction Network, 1,100+ respondents, 2025)
The calculator sizes the opportunity. The assessment shows where to start— free, about 8 minutes, results on screen. Take it here.
Book Your AI Strategy CallFree. 30 minutes. Let's pressure-test your numbers together.
How every engagement starts
First, See Where You Stand
Every engagement starts with the same question: where does your company actually stand with AI? We measure it with Pacemark, our AI maturity model, built from 97 interviews with operators running AI programs inside more than 300 companies. It scores you across the six dimensions that decide whether AI pays off (Strategy & Leadership, People & Culture, Data Readiness, Workflows & Operations, Technology Infrastructure, and Governance & Ethics) and it names the one holding the rest back.
That last part matters more than the score. A company moves at the speed of its slowest dimension. Fix that one first and everything downstream gets easier, which is why our plans start with one specific move instead of six parallel initiatives.
It's also why you'll never get the generic proposal from us— the "we'll interview some people and pick three things" plan that makes leaders wary of consultants in the first place. A plan built on your actual constraint is specific, and specific is what holds up in a budget conversation.
Free · 8 min
See where your firm stands with AI
25 questions, about 8 minutes, and you'll see your maturity level across six dimensions and the first bottleneck to clear.
Start the assessment →Free assessment
Find out where you are with AI
About 8 minutes, and you'll see your score across six dimensions and where to start, with no email until the end.
Take the assessment →Free · 8 min
Where does your firm actually stand with AI?
Find out in about 8 minutes, with your level across six dimensions and the one thing to fix first, shown right on screen.
See your score →“Pacemark was the first maturity model that showed my team where we actually stand, AND what to do next. Instantly clarifying.”
— Lindsey Sailors, Head of TA Strategy & Operations, Dropbox
Your AI Implementation Path: From First Assessment to Running Systems
Four ways we work together— pick the one that fits where you are right now.
AI Roadmapping
You don't know where to start, or you need leadership aligned before you spend. We interview your team, score where you stand, and hand you a prioritized plan: what to do first, who owns it, what it returns.
Explore Roadmapping
AI Workflows
You know the workflow that hurts— proposals, reporting, client communications. We map it, build the fix, and train your team on it. You keep everything we build.
Explore Workflows
AI Training
Your team has the tools and uses a tenth of them. Hands-on sessions built around your actual work, so people leave having done the thing, not watched a demo of it.
Explore Training
AI Advisory
You want a thinking partner who's done this before— someone to pressure-test decisions, evaluate vendors, and keep momentum between milestones.
Explore Advisory
90-Day ROI Guarantee:
If you don't regain at least 10 hours a month, we'll keep working with you free until you do.
Book a CallSee The Difference:
Hours Back. Revenue Up. Here's What That Looks Like.
"They talked with almost a third of the firm before recommending anything, then handed us a clear, prioritized plan: what to do first, what to do later."
Larry Rupp, PE
President & CEO, Keller Associates
Challenge:
250-person engineering firm, 12 offices, board asking for an AI strategy
Result:
Firm-wide assessment → prioritized 90-day roadmap
A plan the CEO presented to every shareholder-owner.
"Dan's AI infrastructure is changing everything for our agency— it's the foundation taking us from seven to eight figures."
Amanda Northcutt
Founder & CEO, Level Up Creators
Challenge:
Scaling from seven to eight figures without ballooning headcount.
Result:
AI infrastructure built as the foundation for that growth
"[They] gave us a prioritized plan and the guidelines to adopt it responsibly… helped us get buy-in on using AI throughout the firm."
Eric Roundy, PE, BCEE
Senior Wastewater Engineer & Board Treasurer, Keller Associates
Challenge:
Regulated engineering work where every deliverable carries a stamp
Result:
Responsible-adoption guidelines + firm-wide buy-in
AI does the work. A licensed engineer still reviews and approves it.
"It generated in one minute seven emails that I can pull the trigger on immediately."
Julie Boll
Leadership Coach
Challenge:
Authentic marketing stalled by voice mismatch.
Result:
AI drafted 7 on-brand emails in 60 seconds: 4+ hours saved per batch
At firm scale: 50+ hrs/week freed across a 5-person team. $230K+/year at professional billing rates.
Why Leaders Trust Dan
Featured in Inc., Entrepreneur, and Fast Company, Dan combines technical leadership with a background in psychology. He has built and sold multiple software companies, and he leads Dan Cumberland Labs with a documented method— Pacemark, the AI maturity model behind every engagement, built from research inside more than 300 companies.
The belief that runs through all of it: AI should make your people more effective, never less necessary. The companies that get real returns equip their teams. We build the systems and stay through adoption, and your team keeps everything we build.
Dan Cumberland
Founder
Three Steps to Results
1
See Where You Stand
Take the free 8-minute assessment, or book a call and we'll walk it together. Either way, we start from where your company actually is.
2
Get Your Roadmap
We interview your team, score the six dimensions, and hand you a prioritized plan: the first move, who owns it, what it costs, and what it returns.
3
Build and Adopt
We build the systems with your team, train the people who'll run them, and stay through adoption. You keep everything we build.
Our clients typically see measurable ROI within 90 days. Early adopters in AEC report 20-30% more billable hours captured through workflow automation. (Monograph, 2024)
FAQs
What size company do you typically work with?
We work most with mid-market engineering and construction firms— roughly 100 to 500 people. Around that core the range is wide: we've done this work inside teams as small as 20 and organizations as large as $1.5 billion in revenue. The common thread is a leadership team that knows AI matters and wants a straight answer to "where do we actually start?"
What's the free assessment?
It's Pacemark, our AI maturity model, packaged as a 25-question self-assessment. It takes about 8 minutes and shows your results on screen: your level across six dimensions and the one holding the rest back. You don't enter an email until the end, and there's no sales call required to get your result. If you want help turning it into a plan, the free 30-minute Signal Call is the next step.
How do you handle our client data and project files?
Data security is built into every engagement. We work within your existing Microsoft/SharePoint environment, never export sensitive client data, and can operate under NDA from day one. Your IT team gets full visibility into what tools we deploy and how data flows.
What if our team resists using AI?
That's normal, and it's usually fear of being replaced or just the pain of change. We start with quick wins on the work people didn't love to begin with— status reports, meeting follow-ups, first drafts of routine documents. When AI takes the tedious work and people keep the judgment calls, the resistance tends to resolve itself. Teams that are equipped outperform teams that are afraid.
Do you have experience with engineering and construction firms?
Yes— it's where we do our deepest work. We're ACEC members, and our flagship engagement was a 250-person civil engineering firm across 12 offices. We know what an RFI is, what RFP season feels like, and why a licensed engineer still stamps every deliverable. If that's your world, start at our engineering & construction page.
Free Guide: The Data-Centric AI Blueprint
Train AI on Your Firm's Expertise
The system our clients use to train AI on their firm's processes and standards. Proposals, reports, and documentation your team can produce in minutes, without starting from scratch every time.
Download GuideThe guide is free. You do have to opt in with your email, and you'll also get Dan's weekly AI newsletter— free tools, learnings, and best practices. One click to unsubscribe.
Ready to Stop Guessing
About AI?
Book a free 30-minute call. We'll look at where your company stands, name the most valuable first move, and you'll leave with next steps you can use whether we work together or not. Most useful before budget season— but the timing is yours.
Not ready to talk? Take the free assessment and see your result on screen in about 8 minutes.
