EXL just paid $310M to own the layer between your data and the foundation model

EXL just bought iMerit for $310 million.

Not for the code. For the people who teach models what "right" looks like.

iMerit runs a global network of physicians, scientists, engineers, and linguists who do the reinforcement learning, red teaming, and evaluation that makes foundation models actually work in production.

EXL now sits between every enterprise and the model labs.

This is the outsourcing playbook remade for AI.

The old model was bodies on seats. The new model is bodies that train the models your bodies replaced.

EXL has 67,000 employees across six continents. iMerit gives them the direct relationships with OpenAI, Anthropic, and the frontier labs that every enterprise IT services vendor is scrambling to build.

$170M upfront. $140M in earnouts tied to milestones. The earnouts tell you iMerit's revenue is still scaling and EXL is betting on the trajectory.

Here is what your IT services vendor just told you: the companies that survive are the ones that control the evaluation layer. If you can't prove your AI models are accurate, aligned, and domain-specific, you don't have an AI strategy. You have a vendor dependency.

Audit your AI vendor stack today. Ask who controls your model evaluation and fine-tuning. If the answer is "the model provider," you are locked in and you don't know it yet.

SOURCE: https://imerit.ai/press/exl-to-acquire-imerit/
VERIFIED: iMerit press release, SEC 8K filing, ExlService Holdings investor relations
SIGNAL: IT services consolidation is accelerating around the AI evaluation layer — whoever controls model training and fine-tuning controls the enterprise AI value chain