Beyond Data

We go beyond simply curating datasets. We act as your dedicated thought partner, helping you navigate LLM complexities and turn challenges into competitive advantages.

From Data Provider to Strategic Partner

At Ethara AI, we believe that the true value of data lies in its ability to drive innovation. We go beyond simply curating datasets to become your dedicated research team.

Identify Model Blindspots

We help you find and fix the subtle weaknesses in your models, turning challenges into opportunities for growth and performance.

Strategic Thought Partnership

We act as your dedicated research team, working alongside you to navigate the complexities of LLMs and drive innovation.

Competitive Advantage

Our goal is to help you build the best, most reliable, and most competitive LLMs in the market through precision data engineering.

Comprehensive LLM Analysis & Benchmarking

We use cutting-edge evaluation frameworks to identify specific weaknesses and create targeted solutions for your models.

Finding the Blindspot
We use a combination of automated and human-in-the-loop evaluation frameworks to identify specific weaknesses in your model.
Reasoning Failures
Factual Accuracy
Bias Identification
Consistency Analysis
Benchmark Generation
We don't just rely on public benchmarks. We create custom benchmarks tailored to your specific domain and use case.
Domain-specific Tasks
Real-world Scenarios
Edge Case Testing
Complex Logic Problems

Custom Data Pipelines & Solutions

Insights from our research and benchmarking translate directly into actionable solutions. We don't just show you the problems; we help you solve them.

Custom Data Curation

Based on our analysis, we curate high-quality, targeted datasets to address your model's specific weaknesses with surgical precision.

Solution-Oriented Fine-Tuning

We provide data for advanced fine-tuning techniques (SFT, RLHF) ensuring your model learns from the exact data it needs to improve.

Continuous Improvement Loop

Our partnership is a continuous cycle of analysis, data provision, fine-tuning, and evaluation to keep your model ahead of the curve.

Research Papers

Explore our cutting-edge research contributions to the field of AI and machine learning.

Pegasus

Pegasus: Advanced Data Curation Framework

Our groundbreaking research on advanced data curation methodologies for Large Language Model training, introducing novel techniques for quality assessment and automated data pipeline optimization.

Data CurationLLM Training
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Train Safer, Smarter LLMs Powered by Human-Aligned Data

Ethara AI delivers the data engine behind your most advanced models fine-tuned, safe, and aligned to real-world needs.