Executive AI advisory

Stop Funding AI Science Experiments.

I help executive teams strip away the hype, translate the technical reality, and deploy AI investments that actually protect the bottom line. Business first. Technology second.

Book an AI Investment Tear-Down See the Interventions

CEOs and business ownersExecutive leadership teamsBoards and senior decision-makers

The problem

The IT Department Should Not Be Running Your Business.

Executives are letting the excitement of new technology override the financial discipline they apply to every other investment. Budgets get approved on demos and fear of falling behind. Nobody signs off on the return.

Meanwhile, the market is full of technology bought in search of a problem, and vendors selling six-figure subscriptions for features your team could get far more cheaply. The person approving the spend usually can't see what's inside the box.

The fix is simple and rarely applied. Every AI investment has to justify its existence on the P&L. That takes someone who can read the technical promise and translate it into a financial reality before you sign.

Services

Three interventions

Each one starts with your P&L and your people. The technology has to earn its place.

Intervention 1

The AI Vulnerability & Risk Audit

Technology deployed without business oversight is a liability on your books, whether or not anyone has noticed yet.

The issue: In many companies, employees are already using AI tools nobody approved, and feeding them company and customer data nobody is tracking.
What it involves: Finding the shadow IT, unauthorized AI use and points where sensitive data could leave the business.
What you receive: A plain-language risk register for the leadership team, ranked by exposure, with the actions to close each gap.
Why it matters: It is far cheaper to find these problems in an audit than in a breach notification.

Intervention 2

Investment & ROI Architecture

This is where bloated vendor pitches go to die.

The issue: Vendors price on what you're afraid of missing, not on what the technology costs to run. Most proposals are oversized for the problem.
What it involves: Mapping the operational bottlenecks that actually cost you money, then using a working knowledge of the underlying technology to identify the lean, practical option.
What you receive: A short list of investments, each with its cost, its risk and the result it has to deliver to stay funded.
Why it matters: Every dollar has to earn its way back. Projects that can't show how don't get approved.

Intervention 3

Workflow Re-engineering & Accountability

Technology doesn't eliminate accountability. It demands more of it.

The issue: When AI enters a workflow, ownership blurs. Errors get blamed on the system and nobody is answerable for the result.
What it involves: Rebuilding the KPIs and the human-in-the-loop checkpoints so a named person reviews and owns every decision that matters.
What you receive: Redesigned workflows with clear ownership, review points and measures your managers can actually track.
Why it matters: AI should serve human judgment, not replace it. Your customers and your board will hold people accountable, not software.

Who I work with

The people accountable for the decision

CEOs and business owners

Established mid-sized companies

Leaders who need to decide what AI means for their company without a large internal technology team to lean on.

Leadership teams and boards

Executives and senior decision-makers

Teams that need a shared understanding of the opportunities, costs and risks before they commit.

Larger organizations

Evaluating AI investments and change

Organizations weighing significant investments and the business change that comes with them.

Approach

How an engagement runs

Each stage ends with a decision by your leadership team. You only invest in the next step once the previous one has earned it.

Step 1
The Audit
We map your current exposure, locate the shadow IT, and identify the exact operational bottlenecks where AI is financially justified.
Step 2
The Kill List
We weigh every proposed tool against its P&L impact. We approve the lean, practical solutions and kill the bloated vendor pitches driven by FOMO.
Step 3
The Architecture
We establish the governance, build the human-in-the-loop workflows, and assign strict accountability for the outputs.
Step 4
The Execution
We support the deployment of the frameworks, monitor the financial return, and ensure the technology serves human judgment.

About Scott

I translate technical reality into financial accountability.

I've spent 30 years running businesses, managing people and making decisions with massive financial consequences.

But I've also spent time under the hood of these new AI systems. I understand how the architecture connects and what the technology is actually capable of. I am the translator between the engine room and the boardroom.

Because I understand the machine at a practical level, I can tell you categorically when a technology is useless without a ruthless business mandate driving it.

My career has been in the healthcare, pharmaceutical and business services sectors. I've held senior executive roles with responsibility for profit and loss, operations and people, including businesses with revenues of more than $500 million. I've led growth, operational improvement, acquisitions and organizational change.

Business first. Technology second.

That order matters. I've watched new technology promise to change how companies operate. Some of it delivered. Much of it failed because nobody understood the business problem before the money was spent. AI is no different, except the sums are larger and the vendors are louder.

I don't sell AI products. I work for the CEO and the leadership team, alongside your people and your technology partners, and my job is to make sure every dollar spent on AI is answerable to the P&L.

The companies that win with AI won't be the ones that adopt it fastest. They'll be the ones that refuse to fund anything that can't prove its value.

Insights

Perspectives on AI and Business Reality

Unfiltered observations on the financial, operational and accountability decisions facing business leaders as AI becomes part of everyday operations.

Contact

Stop guessing. Start auditing.

Start with a 15-minute operational tear-down of the AI decisions you are currently facing. We will review your most pressing operational bottleneck and the risks worth investigating.

Email: scott@rswconsulting.ca

Phone: 416-700-8214