Overview
Nebuly is an analytics platform for organizations building products powered by large language models. It captures every nuance of user interactions with LLMs, turning subtle conversational cues into actionable insights rather than relying on explicit signals like thumbs up or down. This helps AI and product teams understand how users experience AI systems, identify issues, and uncover improvement opportunities. The platform supports A/B testing, generates visually rich reports, and makes it easy to share outcomes across the organization, promoting data-driven decision-making and continuous refinement of AI models. Nebuly emphasizes transparency, governance, and compliance (e.g., ISO/IEC 42001), positioning itself for regulated enterprise environments. Its focus on enterprise SaaS, subscription delivery, and advanced AI-driven analytics differentiates it from traditional analytics tools by analyzing implicit feedback to optimize user experience and business results.
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Simplify's take
What believers are saying
- Nebuly claims one Italian telco cut unhandled AI requests 90% in six months.
- A global health company planned Nebuly for 500,000 daily interactions in 2026.
- Nebuly says its global machinery customer expanded across dealers and support teams.
What critics are saying
- Nebuly's customer proofs are self-published case studies, not audited third-party benchmarks.
- Nebuly shows only 16 open roles on November 10, 2026, signaling modest scale.
- AI observability rivals Langfuse, Arize, and LangSmith can commoditize Nebuly's analytics by 2027.
What makes Nebuly unique
- Nebuly measures implicit LLM feedback, not thumbs-up signals, across every conversation.
- Its September 2026 platform split Experience, ROI, and Proficiency into separate products.
- Fastweb + Vodafone joined October 2026, validating Nebuly with enterprise telecom customers.
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