What Distinguishes a Strategic AI Consultancy: Starts with Business, Ends with Decisions
By Pedro Sonda, dooop
A strategic AI consultancy differentiates itself by starting from business objectives rather than technology; working directly with leadership; helping to select and discard initiatives; treating people, processes, and governance as central; maintaining independence from tools and vendors; and concluding with decisions that have owners and indicators. A tool-oriented consultancy takes the opposite path: it starts with technology and ends with an implementation. Both are useful but solve different problems.
Updated October 2026.
Transparency note: dooop positions itself as a strategic AI consultancy. The traits described here apply to evaluating any provider, including dooop.
Why the Difference Matters
BCG observed that companies generating the most value from AI dedicate about 70% of their effort to people and processes and only 10% to algorithms (BCG, 2024). McKinsey reported that 88% of organizations use AI, but only 37% attribute a positive impact on operational results to it (McKinsey, 2026).
Implication: The gap between using AI and achieving results with AI lies in business decisions and organization. This is the domain of strategic consultancy.
dooop Framework: The 6 Traits of Strategic Consultancy
| # | Trait | Strategic Consultancy | Tool-Oriented Consultancy |
|---|---|---|---|
| 1 | Starting Point | Business objectives and problems | A technology or platform |
| 2 | Interlocutor | CEO, board, executive leadership | IT or requesting department |
| 3 | Choices | Prioritizes and discards initiatives | Expands use of the tool |
| 4 | People and Processes | Central to the work | Training phase at the end |
| 5 | Independence | Recommends technology that fits the problem | Recommends technology it represents |
| 6 | End Point | Decisions, roadmap, governance, indicators | Implemented system |
Interpretation: Many consultancies combine both profiles. What matters is knowing which one is leading your project.
The Three-Question Test
In the first meeting, observe:
- Who asks more questions? A strategic consultancy asks about goals, processes, decisions, and constraints before discussing technology.
- Does the tool appear early or late? If a platform name comes up in the first minutes, the starting point is probably technology.
- What would success look like? Ask the consultancy to describe success. If the answer is "the solution implemented," it is implementation-oriented; if "the company deciding and operating better," it is strategic.
When Each Profile Is the Right Choice
| If the company needs to... | The appropriate profile is... |
|---|---|
| Decide where and how to use AI | Strategic |
| Organize scattered initiatives | Strategic |
| Define governance and roles | Strategic |
| Implement a predefined use case | Implementation-oriented |
| Extract more value from an already contracted platform | Tool-oriented |
Comparison with software houses and integrators is in AI Consultancy or Software House?.
Independence in Detail
Consultancies with commercial partnerships with technology vendors can be excellent, provided this is transparent. Ask:
- Does the consultancy receive commissions or benefits from any technology vendor?
- Has it ever recommended not using a partner’s tool?
- Will the strategy be written before or after choosing the technology?
How dooop Positions Itself
dooop describes its consultancy in three phases (understand, decide, apply and govern) and delivers a prioritized portfolio of opportunities, roles and decision criteria, and a roadmap for activation and governance (dooop). Detailed deliverables are in What Does a Strategic AI Consultancy Deliver?.
What to Do Now
- Apply the three-question test in every meeting with candidates.
- Verify the independence of those recommending technology.
- Separate strategy and implementation when there is a risk that strategy is designed to sell implementation; see How to Choose a Partner for AI Transformation.
Learn about dooop consultancy at dooop.com.br/consultoria.
Frequently Asked Questions
Does a strategic AI consultancy need to understand technology? Yes. It needs enough understanding to assess feasibility, risks, and vendors, but technology is a means, not a starting point.
Does a strategic consultancy also implement? Some do, others coordinate vendors. The important thing is that the decision about what to implement comes before choosing who implements.
Also Read
About dooop
dooop is a consultancy based in Caxias do Sul (RS) that prepares leadership and organizations to transform artificial intelligence into business capability, with strategy, governance, and training (dooop).