Aviro

Aviro provides innovative training environments designed specifically for enterprise tool use, enabling AI agents to effectively navigate and understand complex information spaces. By creating synthetic environments with verified ground truth, Aviro ensures that these training scenarios are built by domain experts, allowing for accurate evaluation and fine-tuning of AI models. This approach helps bridge the gap between current AI capabilities and the specific requirements of enterprise workflows.

One of Aviro's key offerings is the Enterprise Search Benchmark (ESB), which evaluates deep research agents on enterprise search scenarios. Unlike traditional web-search benchmarks, ESB focuses on proprietary document corpora and multi-document reasoning, essential for real-world enterprise tasks. The benchmark includes a series of tasks that challenge AI models to perform complex reasoning, extract information from visual content, and navigate through messy internal documents, providing a comprehensive assessment of their capabilities.

The ESB-10 benchmark consists of ten carefully crafted tasks that reflect realistic enterprise workflows, incorporating visual elements and cross-document dependencies. This rigorous evaluation process reveals critical failure modes in existing AI models, highlighting the need for improvements in areas such as document retrieval, multi-step reasoning, and the ability to recognize when information is not available. By systematically testing AI agents in these challenging environments, Aviro aims to enhance the performance and reliability of AI solutions in enterprise settings.

Aviro's commitment to creating robust training environments allows organizations to identify AI models with strong foundational capabilities before investing in fine-tuning for specific tasks. This ensures that enterprises can leverage AI effectively, improving their operational efficiency and decision-making processes. With a focus on real-world challenges and a systematic approach to benchmarking, Aviro is at the forefront of advancing AI for enterprise applications.