Hire an AI strategy consultant when you need to move from exploration to execution with clear accountability. But not all AI advisors are created equal. Here’s what to look for—and the red flags to avoid.
What You Actually Need
You need someone who will:
- Pressure-test everything against your actual constraints — Not ideal scenarios. Not generic best practices. Your data maturity, your organizational speed, your risk tolerance, your compliance requirements.
- Focus on decisions, not deliverables — Too many engagements end with a beautiful 200-page document nobody implements. You need someone who forces leadership to make the hard calls upfront.
- Design strategies your internal teams can execute — The consultant’s job is to leave you stronger, not dependent. If you can’t execute without them, the strategy failed.
Red Flags to Avoid
Red Flag #1: They start with tools
If the first conversation is about which platform to buy or which vendor to use, walk away. Tools are the answer to the strategy question, not the starting point.
Red Flag #2: They promise generic roadmaps
Every company’s situation is different. If their approach looks the same for a healthcare company, a fintech firm, and a manufacturer, they’re not thinking deeply enough.
Red Flag #3: They don’t push back on leadership
If they’re just saying “yes” to whatever you want, they’re not adding value. The best consultants ask hard questions and push leadership to make uncomfortable decisions.
Red Flag #4: Unclear accountability
If you can’t articulate what success looks like or who’s accountable for execution, something’s wrong. You need a plan with clear owners and measurable outcomes.
What to Look For: Operating Experience
The best AI strategy advisors have operating experience, not just advisory experience. They’ve had to live with the consequences of strategy decisions. They’ve built products, scaled teams, managed budgets, navigated organizational politics.
Look for consultants who have:
- Built something at scale — Led teams, shipped products, managed P&Ls, faced real constraints.
- Made hard tradeoffs — They understand that every decision has a cost, and they’ve had to live with those costs.
- Navigated organizational complexity — They’ve worked across functions, managed stakeholders, dealt with resistance and politics.
LBZ Advisory brings operator-level experience from scaling products and ecosystems at Microsoft and Qualcomm. We focus on what’s realistic given your constraints, not what looks good in a presentation deck.
The Timeline Question
Ask: “How long does this typically take?”
If they say 6-12 months, be skeptical. If they say 90 days, you’re probably on the right track. Strategy doesn’t need to be perfect; it needs to be clear enough to act on.
The organizations that move fastest are the ones that get to decisions quickly, then iterate based on results. Long strategy engagements often result in analysis paralysis.
The Real Test
At the end of the engagement, ask yourself:
- Can my team execute this without the consultant? If not, it’s not a good strategy.
- Are we clear on what success looks like? If not, you’ll have trouble tracking progress.
- Does leadership agree on what matters? If there’s still conflict, the consultant didn’t do their job.
The best advisor makes themselves obsolete. You should walk away stronger, clearer, and ready to execute.
