INDEPENDENT BUSINESS-SIDE AI LEADERSHIP
AI ROI Advisory
for Mid-Market Companies.
Turn AI Spend Into Real AI ROI.
Cooper Rosebridge is an independent AI ROI advisory firm for mid-market companies in North America.
We lead the business side of AI alongside your team: strategy, readiness and the rollout.
We don’t sell software or build technology.
WHO OWNS THE RETURN ON YOUR AI?
AI touches every part of your business. Your vendor knows the product. Your implementation team knows the build. Your people know their own area. Meanwhile, the ROI isn’t a priority for anyone.
You wouldn’t run Sales with part-time volunteers from Operations and Finance. Don’t run the business side of AI that way. Run AI like a department, not a project.
We act as your business-side AI leader, part-time, alongside your team. Help you set up what you need to run independently, and hand it over.
YOUR TEAM
Knows today’s business.
AI changes it.
Your team knows the business and how it runs today.
Knowing how AI will change it, and what has to be ready first, takes a different kind of experience.
CONSULTANTS
The seller isn’t the doer.
At many firms, a partner sells the work and a junior team or subcontractors deliver it, at enterprise prices.
YOUR VENDOR
Wrote your business case, but not around your numbers.
It’s built to show the product working.
The KPIs that move your ROI, the ones you already report to your stakeholders, often aren’t in it.
YOUR IMPLEMENTATION PARTNER
Delivers the build.
Scope ends at go-live.
They're hired to build and launch the technology.
The return shows up after go-live, once they've moved on.
COOPER ROSEBRIDGE
Focused on AI ROI, from the first decision to handover.
We lead the business side alongside your team: the decisions, the business case and the tracking. Then we hand it over, so your people own the return after we step back.
HOW IT WORKS
Three Phases to AI ROI
We start with your business objectives. Not with technology.
Every company’s path to AI ROI is different. We define yours first and show you how to get there, step by step.
You still need to operate while you change. Every recommendation is prioritized around your timelines, budget, and team's capacity to execute.
1. Get Ready
Which AI ideas should we fund, and are we ready?
Business readiness debt is every readiness step a company skipped each time it rolled out technology. Get Ready finds yours and ranks what to fix first.
You know which AI ideas to fund. We rank every idea by value, readiness and risk. Each one ties to a financial target you already report.
You see what to fix first. We check leadership, strategy, data, people, process and competitive position. Then we list the skipped steps in the order that protects the return.
You get a verdict before you sign. We test the vendor’s cost and return against your KPIs. The verdict is Buy, Build, Partner or Pass.
You hear it if an idea isn’t ready. Waiting is a real answer. You get it before you spend, along with what to fix first.
About to sign a vendor contract? A Vendor Proposal Review runs on its own.
2. Lead the Rollout
We’re spending on AI, but it isn’t paying off.
Part-time Business-Side AI leadership, working alongside your team. T
Track total cost in real time. Measure spend, internal effort, and delays against your plan so you can adjust before targets slip.
Establish clear off-ramps. Tie each use case to a business metric and agree upfront on who can pause funding.
Rely on hard baselines. Lock pre-launch metrics so results are evaluated against actual operating data, not memory.
Designate one owner per decision. Replace recurring committee meetings with single-point accountability.
Prepare workflows first. Stabilize and document processes before the software arrives, then hold vendors to the business case.
Keep the capability in-house. Document operating practices throughout the rollout so your team can manage future initiatives independently.
3. Hand It Over
By the end, your team is self-sufficient
This is a real transition, planned from day one. Your team takes over in steps.
We run it together. We lead the decision cadence and return tracking while your leader shadows every call.
Your leader runs it, and we coach. Your team presents the return to your executives. We step in only where needed.
We step back. You keep the tracking, the executive reporting and a regular review that keeps the return improving.
The role is defined. We define the Business-Side AI Leadership Role, so you can assign a current leader or hire one. We brief that leader before we leave.
YOUR OUTCOMES
Invest only where AI will pay back.
AI spend gets tied to a financial target you already track, and the vendor’s case gets tested before you buy.
A straight answer before you spend.
If an idea isn’t ready to pay back yet, you’ll hear it before you sign, along with what to fix first.
Get to ROI
faster.
We bring the knowledge, structure, lessons learned and decision rights needed to clear roadblocks, so rollouts run faster.
Keep the value after go-live.
Your team inherits the governance and tracking, so the returns hold and keep improving after we step back.
FOUNDER NOTE
Most people selling AI have a reason to tell you it'll work.
I don’t.
For 15 years at Salesforce, I was assigned to client programs where major technology investments weren’t generating a meaningful return. Some were just past go-live. Others were more than 10 years in.
Across 200-plus engagements, one pattern held: when the return didn't materialize, technology was rarely the main issue.
Technology alone doesn't create value. Value comes from organizations changing how they operate, and most can’t do that work while also running an implementation.
AI amplifies this pattern.
As a senior leader in healthcare, I built a business transformation department from scratch. As the technology buyer, I owned the program budget. I was accountable for business systems modernization, organizational change, value realization and executive governance across 10,000 clinical employees.
I built Cooper Rosebridge to bring this knowledge to mid-market companies, at mid-market speed.
Vendor agnostic. No software commissions. No technical implementation revenue.
Andrea Lazaru, Founder & President, Cooper Rosebridge Strategy & Systems Inc.
MBA, Management and Change
WHAT KEEPS YOU UP AT NIGHT?
Will this AI spend pay off, or will I be explaining why it didn’t?
We tie every AI investment to a financial target you already track.
Are the vendor’s numbers real?
A Vendor Proposal Review tests the cost and return against your KPIs before you sign.
Which AI ideas should we fund first?
Portfolio Prioritization ranks your ideas on value, readiness and risk.
Why does every AI decision take five meetings?
We set a clear owner and decision maker for every key call.
Will my people actually use it?
Change & Adoption Planning prepares your people to use it from day one.
We’re mid-rollout and not seeing the return. Now what?
A Rollout Reset rebuilds the business case and clears the blockers.
WHY AI ISN’T PAYING OFF
only 22%
of organizations have successfully scaled AI across multiple business units.
Gartner, 2026
AI wins rarely spread beyond a single department, and once outside help leaves, the expertise goes with them.
You won’t stay dependent on us. From day one, we design everything for your team to take over: the reporting, leadership, and practices that scale AI across the business.
Learn More: Hand It Over
81%
of AI initiatives delivered positive ROI at companies that constantly track ROI and reallocate or stop what underperforms.
Your team is busy running the rollout, so ROI tracking and the hard calls slip.
We offer part-time, business-side leadership. We run the decisions and track ROI against the business case you approved. Your team does the work.
Organizations treat AI like an IT purchase instead of a business transformation that needs dedicated leadership.
only 7%
of organizations run fully autonomous AI agents, even though most business cases assume complete automation.
Bain & Company, 2026
Your proposal likely assumes far less human work than you’ll actually need.
We identify which AI ideas will pay back, the business gaps to fix first, and test the vendor’s cost and ROI before you sign.
A COMPLETE, INDEPENDENT VIEW OF YOUR AI INVESTMENT
AI touches every part of your business.
Your vendor knows the product.
Your implementation team knows the build.
Your people know their own area.
We make sure it all pays off, working alongside your team.
Your Business
Every recommendation supported by a measurable return
Your People
Clear ownership, decisions and adoption
Your AI Investment
Vendor claims tested against your KPIs
Built by an advisor who’s worked with technology from every side: building it as a product manager, making it pay off post-sale as a vendor, and as a client, buying it, owning the rollout and leading change to transform operations.
HOW COOPER ROSEBRIDGE PROTECTS YOUR BUDGET
✓ The AI ROI Quick Check is free
✓ Fixed scope & fee, confirmed on a call
✓ Get Ready: fixed fee, 50% at start, 50% at delivery
✓ Lead the Rollout: fixed monthly fee, with a set end date
✓ No vendor conflicts, software commissions or reseller agreements
✓ No technical implementation revenue
Built for $50M–$300M mid-market firms.
Not a fit for custom development or hands-on implementation