Trustgent
Market map · MLOps & evaluation

The verified MLOps & evaluation landscape.

Every AI builder with a verified MLOps & evaluation delivery record, worldwide — cross-referenced (L2) or higher. Ranked on earned proof, never paid placement.

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520 verified builders qualify for this map — every one cross-referenced (L2) or higher. Order is earned: highest verification level first, ties broken by most-recent verification. A free-plan L5 provider always outranks a paid-plan L1; plan tier is never a ranking input.

Most recent verification on this map: 2026-07-07. This is a live view — the ranking updates as builders re-verify.

Choosing an AI builder? Don’t stop at the demo. Trustgent’s six-level verification scale(L0–L5) tells you how much of a provider’s claim is independently corroborated, and how ranking works explains why proof — not spend — sets the order. Work through the questions to ask a partner and the evaluation scorecard, then request verified quotes from the builders on this map.

Verified builders on this map

Reacfin

Louvain-la-Neuve, Belgium

Actuarial and model-risk consultancy for financial services

AI governance & …AI strategy & ad…MLOps
records
1
team
50-200
founded
2004

Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →

TrustifAI

Hagenberg im Muhlkreis, Austria

Joint venture of TUV Austria and SCCH focused on AI Act readiness and ISO 42001.

AI governance & …MLOpsAI strategy & ad…
records
1
team
50-200
founded
0

Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →

AI Factory Austria

Vienna, Austria

Austrian AI factory pairing sovereign compute with ethics, compliance and regulation advisory.

AI governance & …AI strategy & ad…MLOps
records
1
team
50-200
founded
0

Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →

4most

London, United Kingdom

UK model risk management specialist for banks and insurers.

AI governance & …MLOpsAI strategy & ad…
records
1
team
200+
founded
2011

Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →

Showing the top 100 by earned verification. See all MLOps & evaluation providers for the full ranked slate.

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A ranked snapshot that stays current as builders re-verify. Post it to LinkedIn, download the image, or copy the link.

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If you’re one of these builders, claim your listing free to respond to buyers, embed your verified badge, and climb the verification scale. Ranking stays earned — claiming never buys position.

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Related market maps

This is the shareable market map. For the full, indexed directory see all MLOps & evaluation providers →