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· intervention · dependencies · tointelligence

AI Vendor Strategy:
avoiding irreversible
dependencies.

Choosing an AI vendor without strategic criteria means creating a dependency you cannot reverse in 3 years. We help you choose before the choice is imposed on you.

· the problem

AI vendor selection is usually technical. It should be strategic.

Most AI vendor selections are conducted by technical teams on criteria of performance, cost, and integration. These criteria are necessary. They are insufficient.

The missing criteria are strategic: what is the exit cost in 3 years? Which data will the vendor use for its models? Which contractual clauses can be modified unilaterally? These questions determine your situation in 3 to 5 years, not 3 to 5 months.

The best time to evaluate your AI vendor dependency is before signing. Not at renewal.
· four missing criteria

What most AI RFPs don't cover.

· reversibility

What is the contract exit procedure? On what timeline? At what cost? What happens to your data and fine-tunings when you leave? A vendor that cannot answer these questions clearly is a vendor that doesn't want you to leave.

· data usage

Does your data feed the vendor's model training? Under what conditions? Is there an explicit non-training clause? If this clause is not in the contract, it does not exist.

· terms stability

Which contract elements can the vendor modify unilaterally? Pricing, SLAs, usage terms? Major AI vendors have significantly modified their terms multiple times in 18 months.

· alternatives

If this vendor raised its prices 50% tomorrow, what realistic alternative do you have? In what timeframe could you migrate? This evaluation must happen before signing, not when the question becomes urgent.

· how we intervene

Structure your selection end-to-end.

evaluation
Strategic criteria
We build an evaluation framework integrating both technical AND strategic criteria: reversibility, data usage, contractual stability, realistic alternatives.
analysis
Contract review
We analyse shortlisted vendor contracts with a strategic lens: what exposes you, what can be negotiated, what is a dealbreaker for maintaining sovereignty.
negotiation
Negotiation positions
We prepare you for negotiation: which clauses to request, which compromises are acceptable, which points are non-negotiable for maintaining your sovereignty.
· reference framework

How to choose an AI vendor without creating strategic dependency

Selecting an AI vendor creates a dependency that can become strategic in 12 to 18 months. An AI vendor strategy integrates five criteria beyond technical ones: contractual reversibility, conditions for use of proprietary data, pricing terms stability, existence of realistic alternatives, and alignment with the operator's EU AI Act obligations.

The distinction between AI vendor and AI partner is important: a partner accepts negotiating non-training data clauses, clear exit conditions, and service guarantees. A vendor refusing these clauses signals that contract conditions are designed to create dependency.

At tointelligence, we observe that organisations that structure their selection with strategic criteria from the start negotiate better conditions and maintain real options at 3 years. Those that select purely on technical criteria find themselves in a lock-in situation at first renewal.

→ related analysis
AI Vendor Lock-in : the Dependency You Already Accepted →
Understand lock-in mechanisms before structuring your selection.
· related analyses
analysis: AI vendor lock-inanalysis: AI dependenciesanalysis: data strategic assetintervention: AI dependency mappingall interventions
· tointelligence

Selecting an AI vendor?
Before you sign :
let's talk.

We intervene on ongoing or upcoming selections to integrate strategic criteria before dependencies are created.

let's talk
exclusively board & executive level · response within 24h

· frequently asked questions

How to choose an AI vendor without creating irreversible dependency?
Integrate five strategic criteria: contractual reversibility, proprietary data usage conditions, terms stability, realistic alternatives, and EU AI Act operator compliance. Evaluate before signing, not at renewal.
Can you negotiate contracts with major AI vendors?
Yes, to a degree. Negotiable clauses include data non-training conditions, SLAs, exit conditions, and confidentiality guarantees. Organisations arriving with realistic alternatives have more leverage.
Warning signs in an AI vendor contract?
Four signals: no explicit clause on data usage for training, vague or costly exit conditions, vendor ability to unilaterally modify terms, and no realistic alternatives in the market.