Corpus Augmentation

iMerit data enrichment services and corpus augmentation solutions diversify and enhance training datasets with high-quality, domain-specific data, driving superior AI model performance.

ANGO HUB

PLATFORM FOR AUTOMATING HUMAN-IN-THE-LOOP

iMerit’s Ango Hub provides workflow automation, purpose-built tooling and human-in-the-loop domain experts for corpus augmentation and data enrichment to improve the precision of your LLM. Domain experts provide the human feedback needed to produce high-quality data, while the platform applies automation to every step process to ensure efficiency and scale.

"iMerit corpus augmentation improved the performance of our business intelligence platform on one of the tightest deadlines we’ve ever seen."

Head of Product

CASE STUDY

ENHANCING DATA ACCESSIBILITY

WITH NATURAL LANGUAGE QUERYING

This top cloud computing company consulted iMerit to improve its multimodal business intelligence platform’s ability to navigate ambiguous user search queries and insight generation through data enrichment and corpus augmentation.

CORPUS AUGMENTATION SOLUTION
  • Domain-Specific Datasets: iMerit created over 50K training data units across 10 industries with subject matter experts trained in syntactic and semantic analysis.

 

  • Structured Workflows Automation: The project used 8 workflows for linguistic paraphrases and abstractive summaries, ensuring data validity and relevance.

 

  • Quality Designed Process: Ango Hub platform enabled customized workflows and execution of a complex audit strategy for early anomaly detection, ensuring data quality and a successful on-schedule product release.


MORE SERVICES

1
PROMPT/RESPONSE PAIRING

Improve the precision of your large language model by creating a diverse set of prompts and response pairing.

2
RED TEAMING

Identify vulnerabilities, biases, and harmful outputs of large language models through adversarial testing, robustness checks, scenario simulations,, and safety assessments.

3
RLHF SERVICES

Utilize reinforcement learning from human feedback with iMerit domain experts to fine-tune and improve model performance.

Getting
Started!

The need for generative AI training data services has never been greater. iMerit combines the best of predictive and automated technology with world-class subject matter expertise to deliver the data you need to get to production, fast.

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