Part-time, Subscription, or Full-time? What format does a business need an AI Strategist in?
When a company decides to implement AI, the first mistake is almost never related to choosing a model, framework, or vendor. It happens earlier — in choosing the format of collaboration with a specialist.
The intuitive business response is: "We need to hire an AI expert." But the correct question is different: in what format do you need a change architect?
Why AI Implementations Don't Pay Off
Demand for automation is growing, but so is caution. The reason is simple: too many cases where:
- pilots have been launched,
- budgets have been spent,
- presentations are ready,
but internal company processes remained chaotic.
In 80% of cases, the problem is not with the model or the code quality. The problem is the lack of a systemic architecture for change.
AI is implemented into processes that:
- are not described,
- are not measured,
- have no owner,
- are not tied to economics.
In such a context, any model turns into an expensive toy.
Who Businesses Truly Need
There are very few specialists on the market who:
- first analyze "as-is" processes,
- find bottlenecks with real economic impact,
- prioritize,
- calculate payback,
- and only then launch implementation.
These are not "AI Engineers" or "ML Developers." These are AI Strategists and Transformation Architects.
And an important point: such specialists almost never work full-time as permanent employees. Such are the current market realities.
Three Working Formats
Once it's clear who is needed, the main question arises — in what format to work with them. In practice, I see three options.
1. Part-time
The AI strategist works 2–3 days a week and delves quite deeply into the company's context.
Suitable if:
- there is already a manageable internal structure,
- there is a strong team capable of implementing solutions,
- processes are at least partially described.
Plus: deep involvement and the feeling of "an insider." Minus: strong dependence on the maturity of the internal team and management.
2. Subscription to an AI Strategist
Work begins with a diagnosis:
- process analysis,
- identification of loss points,
- assessment of economic potential.
Next, a roadmap is formed:
- priorities,
- metrics,
- ROI calculation.
Following this, there is regular architectural support for implementation — not a one-time consultation, but systematic work.
Suitable if:
- order needs to be established,
- there is no internal expertise,
- predictable payback is crucial.
From an ROI perspective — the most sustainable and manageable format.
3. Full-time (permanent staff)
A classic option that makes sense:
- for a large company scale,
- with a constant flow of tasks,
- with a mature product and management culture.
In practice, strong AI architects rarely choose one project for the long term, so this format doesn't always work as businesses expect.
A Bit About Money — And A Lot About Mistakes
The market is not yet standardized:
- full-time: 400,000 – 1,000,000 ₽ per month,
- subscription: 100,000 – 300,000 ₽,
- part-time: proportional to workload.
But the key question is not about the rate.
The most expensive part of an AI project is the format mistake. An incorrect interaction model often costs more than the specialist themselves and all pilots combined.
A professional will work qualitatively in any format. The difference is in:
- depth of involvement,
- speed of decision-making,
- and how quickly you achieve payback.
Instead of a Conclusion
The format of working with an AI strategist is a strategic decision, not a staffing issue. It is logical to first analyze the structure of processes and business goals, and only then choose the interaction model.
If you are currently facing such a choice — write to me in private messages. We will analyze your situation and select a format that will provide manageable results and real payback within 6–12 months.
@iconicompany