NudgeBee

What NudgeBee does

NudgeBee provides an agentic AI platform for day-2 cloud operations, transforming SRE operations with intelligent troubleshooting, continuous optimization to cut cloud waste, and intelligent automation. It investigates incidents to a cited root cause, cuts cloud and Kubernetes cost with attached fixes, and automates day-2 ops behind a human gate. The platform uses a knowledge graph and infrastructure memory to ground answers and keep LLM costs low. It offers pre-built AI assistants for common cloud ops use cases and a customizable agentic automation builder for unique environment needs. NudgeBee can be deployed in a customer's VPC, supports bring-your-own-model (BYOM), and offers zero data egress.

Products

• AI-SRE AssistantInvestigates alerts to a cited root cause, reducing triage time and L3 escalations. Correlates thousands of signals into coherent incident narratives and executes remediation runbooks autonomously.
• AI-FinOps AssistantProvides a ranked inbox across AWS, Azure, GCP & Kubernetes, offering significant savings with attached fixes. Maps every dollar to a business outcome, actions rightsizing via automated PRs, and provides real-time cost visibility. Connects to multiple cloud accounts to establish unified cost topology, performs real-time anomaly detection, and enforces automated tagging.
• AI-K8s Ops AssistantCatches pod failures, rightsizes clusters, and manages Kubernetes clusters without toil. Automates rightsizing with safety guardrails, auto-rollback, and one-click approval workflows.
• AI-CloudOps AssistantDetects infrastructure drift and automates day-2 cloud operations with human-gated changes.
• Agentic Automation BuilderA fully customizable platform to build AI agents and automations. Users describe the automation, and NudgeBee builds the workflow, which can be refined on a visual canvas with 78 pre-wired integrations, human-in-the-loop controls, and full audit trails. Includes conditional logic, auto-remediation, approvals, custom prompt functions, and reusable LLM functions with Optimizer & Evals.

Key capabilities

• Unified agentic AI platform
• Investigates incidents to a cited root cause
• Cuts cloud and Kubernetes cost with fix attached
• Automates day-2 ops behind a human gate
• Knowledge graph and memory of infrastructure
• Zero telemetry
• One Helm command deployment
• Pre-built AI Assistants for cloud ops
• Fully customizable AI agent and automation builder
• Agentic Automations & Runbooks with conditional logic, auto-remediation & approvals
• Custom Prompt Functions with Optimizer & Evals
• 78 Integrations & Agent Library
• Enterprise Guardrails & RBAC with approvals, audit trails & human-in-the-loop controls
• Deployed in your VPC
• Zero data egress
• BYOM (Bring Your Own Model) support
• Self-hosted or NudgeBee-managed model options
• Supports various LLMs (Anthropic Claude, Google Gemini, OpenAI GPT, AWS Bedrock, Ollama / self-hosted, Llama, Qwen, Gemma, Mistral, DeepSeek)
• Data never used to train AI models
• SOC 2 Type II certified
• ISO 27001 certified

Use cases

• Intelligent troubleshooting for SRE operations
• Reducing MTTR (Mean Time To Resolution)
• Continuous optimization to cut cloud waste
• Intelligent automation for repetitive toil
• Investigating alerts to a cited root cause
• Monitoring, optimizing & cutting cloud spend
• Automating day-2 operations end-to-end
• Managing Kubernetes clusters without toil
• Triage alerts & surface root cause fast
• Automated root cause analysis
• Agentic runbook execution
• Intelligent escalation of incidents
• Real-time anomaly detection for cloud costs
• Automated tagging enforcement for cloud resources
• Rightsizing via automated pull requests
• Creating custom cost governance workflows
• Reclaiming idle resources
• Automated FinOps workflows for reserved instance recommendations, rightsizing approvals, and namespace cleanup

AI approach

NudgeBee provides an agentic AI platform for day-2 cloud operations, offering pre-built AI assistants (AI-SRE, AI-FinOps, AI-K8s Ops, AI-CloudOps) and an agentic automation builder. The platform uses AI agents to investigate incidents, identify root causes, optimize cloud costs, manage Kubernetes, and automate day-2 ops. It leverages a knowledge graph and memory of infrastructure to ground answers and reduce LLM costs. Users can bring their own LLMs or use NudgeBee's managed models (Gemma & Qwen) which are tuned for cloud-ops. The platform supports custom prompt functions, conditional logic, auto-remediation, and human-in-the-loop controls. It emphasizes zero data egress and not using customer data for training AI models.

Tech named: LLM, knowledge graph, Gemma, Qwen, Anthropic Claude, Google Gemini, OpenAI GPT, AWS Bedrock, Ollama, Llama, Mistral, DeepSeek, ML inference

Industries served

• Healthcare
• Payments Platform
• E-commerce
• B2B SaaS

What it says sets it apart

• Unified agentic AI platform for day-2 cloud operations
• Investigates incidents to a cited root cause with fix attached
• Cuts cloud and Kubernetes cost with fix attached
• Automates day-2 ops behind a human gate
• Knowledge graph and memory for grounded answers and low LLM costs
• Pre-built AI assistants for rapid deployment (days, not months)
• Fully customizable agentic automation builder with visual canvas and 78 integrations
• Human-in-the-loop controls and full audit trails
• Deployed in customer's VPC with zero data egress
• Supports Bring Your Own Model (BYOM) for flexibility and data residency
• Offers NudgeBee Managed Model for predictable AI costs
• Zero telemetry and source-available
• Proven in production with measurable results (e.g., 70% lower MTTR, 30-40% lower cloud spend)
• SOC 2 Type II and ISO 27001 certified
• Engineers refocus on reliability engineering instead of incident firefighting
• Continuous FinOps process without dedicated FinOps headcount