AI Index / Innodata Inc.
Innodata Inc. (INOD)
Innodata’s revenue primarily comes from: 1) AI data services for big tech (post-training data: RLHF/RLAIF, evaluation, agentic AI judges) – AI direct. 2) Pretraining data corpora at scale – AI direct. 3) Model safety/testing and remediation for multimodal and agentic systems – AI direct. 4) Enterprise AI services (workflow automation, integration, analytics) – AI direct. 5) Innodata Federal (end-to-end AI for defense/intelligence/civilian) – AI direct. 6) Emerging sovereign AI partnerships – AI direct. AI products are the core revenue engine across segments.
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Three of these new 5, we believe, are positioned to allocate up to hundreds of millions of dollars annually to generative AI data and evaluation, and we believe we're well positioned to capture a share of that spend.
- Jack Abuhoff
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Quotes from innodata Executives About Artificial Intelligence and Generative AI
Now pretraining data teaches the model language skills and knowledge. Up until now, our business has been primarily focused on post-training data, which teaches models how to reason, follow instructions and perform tasks.
- Jack Abuhoff
So we invested about $1.3 million to build new capabilities to create high-quality pretraining corpora. This has proven to be a great investment.
- Jack Abuhoff
As pretraining data gains recognition as a strategic differentiator for next-generation LLMs, we believe we are well positioned to capitalize on this early trend.
- Jack Abuhoff
What sets Innodata Federal apart is our ability to deliver the complete AI life cycle, not just data annotation or point solutions, but true end-to-end capabilities from data collection through model deployment and operational support.
- Jack Abuhoff
Another key focus this year has been on advancing our participation in the emerging sovereign AI market.
- Jack Abuhoff
We start by judging task success, did the agent achieve the goal? And then we analyze why the agent behaved the way it did and profile how it generally behaves to inform further fine-tuning.
- Jack Abuhoff
Our goal is to become a trusted partner to software companies and other enterprises, helping them benchmark for safety, reliability and ethical behavior.
- Jack Abuhoff
In short, I believe we are at the very beginning of the generational technology shift that Innodata is at the center of and poised to capitalize on.
- Rahul Singhal
Many of you may have seen Time Magazine recently ranked Innodata #24 on the inaugural list of America's Top 500 Growth Leaders for 2026, recognizing companies that 'Capture trends and stay ahead of time.'
- Rahul Singhal