AI supplier risk

Where is one AI vendor quietly becoming too powerful in the board story?

AI Vendor Concentration Watch turns provider dependency, switching friction, contract leverage, and fallback weakness into one reusable board-facing supplier-risk surface.

Vendors tracked6
Modeled AI supplier lanes in the current portfolio view.
Concentrated lanes6
Lanes where supplier dependence is already board-visible.
Critical single-vendor lanes3
Lanes that need fallback or negotiating leverage before the next review cycle.
Replaceable spend$49M
Modeled spend tied to concentration-heavy AI supplier choices.

Vendor register

Diversify the foundation-model layer, ring-fence bundled cloud AI renewals, port compliance evidence off vendor-specific shapes, reduce data-egress friction, and negotiate growth workflows with a visible fallback story before the next board cycle.

DIVERSIFY

AI platform

Tier: LOCKED_IN

Owner: Chief Product Officer

Audience: Board technology committee

Narrative: One vendor is absorbing too much of the model-layer decision surface.

Concentration score: 86

Stand up one board-visible fallback path for every customer-facing model workflow above the premium margin threshold.

RING_FENCE

Cloud and infra

Tier: CONCENTRATED

Owner: Platform engineering lead

Audience: Board finance committee

Narrative: Convenience is drifting into stack-level dependency.

Concentration score: 79

Force one renewal packet that prices AI, cloud, and identity together and separately before the next contract cycle.

CONTAIN

Compliance and trust

Tier: WATCHLIST

Owner: Risk and compliance lead

Audience: Board risk committee

Narrative: Compliance packaging is reusable, but still too dependent on one external proof shape.

Concentration score: 68

Publish one vendor-neutral evidence index and force every trust packet to resolve through it first.

PORT

Data and ML ops

Tier: CONCENTRATED

Owner: Head of data

Audience: Board strategy committee

Narrative: The estate can grow, but it cannot pivot cheaply enough yet.

Concentration score: 74

Create one provider-neutral export bundle for prompts, evals, and tuning traces before the next major vendor negotiation.

Board-visible concentration pressure