What Is AI Operational Intelligence and Why We Need It https://lnkd.in/guSmuQbn
Anosys.AI
Software Development
Santa Monica, California 6 followers
Understand, Monitor and Optimize AI End to End
About us
Anosys is an AI Operational Intelligence Platform that helps companies understand, monitor, and optimize AI-powered applications and agentic systems in production. As AI systems become more autonomous and complex, understanding what is actually happening across an application becomes increasingly difficult. A single AI experience can involve multiple agents, LLMs, prompts, context, tools, APIs, RAG pipelines, infrastructure services, business logic, and external integrations. Traditional observability can capture individual traces, logs, and errors, but often stops short of explaining how these components work together and how they ultimately impact users and the business. Anosys brings these signals together into a unified operational intelligence layer. The platform connects telemetry across AI agents, models, prompts, tools, infrastructure, product usage, user behavior, and business KPIs to provide an end-to-end view of how AI systems operate and how their behavior impacts real-world outcomes. Teams use Anosys to understand how users interact with AI experiences, identify what drives engagement and adoption, monitor agent and model behavior, detect anomalies and silent failures, investigate incidents, uncover root causes, and continuously improve complex AI workflows. Anosys also provides visibility into latency, model usage, token consumption, infrastructure performance, and AI costs, helping teams improve both the performance and economics of production AI. By connecting technical telemetry with user behavior and business outcomes, Anosys helps AI, engineering, product, and data teams move beyond simply observing what happened to understanding why it happened and what to do next. Observe. Understand. Optimize. Build AI you can trust.
- Website
-
https://anosys.ai/
External link for Anosys.AI
- Industry
- Software Development
- Company size
- 2-10 employees
- Headquarters
- Santa Monica, California
- Type
- Privately Held
- Founded
- 2024
- Specialties
- Agentic AI, Observability, and Software Development
Employees at Anosys.AI
Locations
-
Primary
Get directions
2450 Colorado Avenue
Santa Monica, California 90404, US
Updates
-
Building AI agents is easy. Understanding why they fail is not. Anosys helps you debug, and optimize AI workflows to find root causes faster, reduce costs, and improve reliability Start for free: https://anosys.ai #AgenticAI #LLMOps #AIObservability #OpenAI #ClaudeCode
-
We’re hiring: Research Scientist (AI/ML) at AnoSys At AnoSys, we’re building the future of AI observability helping teams understand, debug, and trust increasingly complex, non-deterministic systems. We’re looking for a Research Scientist to push the boundaries of what’s possible in AI systems analysis and evaluation. What you’ll work on - Novel algorithms for anomaly detection in complex, non-deterministic systems - Causal inference across multi-agent workflows - Automated evaluation of LLM quality, reliability, and safety - Intelligent root-cause analysis across large-scale telemetry signals What we’re looking for - MS or PhD in CS, ML, Statistics, Applied Math, or related field - Strong research track record (publications or equivalent work) - Experience in areas like anomaly detection, time-series analysis, causal inference, or LLM evaluation - Proficiency in Python and modern ML frameworks (PyTorch, JAX, TensorFlow) - Ability to take ideas from research → production systems Why AnoSys - Work on some of the hardest problems in modern AI systems - Build tools that turn noisy signals into actionable insights - Join a team focused on advancing AI reliability and transparency If you’re excited about shaping the future of AI systems and tackling deep technical challenges, we’d love to hear from you. Apply here: https://lnkd.in/gb_53F-K #AIObservability #LLMOps #MLOps #AIEngineering #AIInfrastructure #AIInfra #LLMObservability #Observability #OpenTelemetry #PlatformEngineering #DevOps #Telemetry #CausalInference #Hiring #MachineLearning #ArtificialIntelligence #GenerativeAI #DataScience
-
-
How to Reduce LLM Costs with End-to-End Observability https://lnkd.in/gct7frAG
-
Your agents are failing silently. Your dashboards say everything's green. That's the problem. AnoSys traces every tool call, reasoning step, and multi-agent handoff so you catch failures before your users do. Try for free http://anosys.ai