Cloud native troubleshooting is broken with too many transient services and not enough time.
Trusted in production by
AI Model- In-a-Box
NudgeBee SLM pre-trained specialty Model for cloud-native k8s ops.
Pre-Trained Library of Agents
Agents & Agentic Workflows for a variety of day-2 Ops
Extensible - Easily add your own agents
Build & add new Agents, Tools, Actions,
Pre-Build Integrations
Connect existing & internal dev tools incl. Code-Repos, Ticketing etc
Actions, not just visibility
Get stuff done, not just watch dashboards & alerts.
Automation that you control
Add 'Human-in-the-Loop' Reviews, Add Guardrails, Dry-Runs & so on.
Troubleshoot errors & events
K8s Errors (OOMkilled, Imgpullbackoff etc)
Node errors
Pod errors
Recommend fixes
Memory settings
Config settings Node Sizing
Bin Packing
Replica region settings
Implement fixes
Direct config change
Raise PR
Raise ticket with changes
Automated remediation
Event triggered
Ticket monitoring
Built to Assist
FinOps
CFO
Business Benefits
Issue resolution from hrs to mins
3-5x improved incident handling productivity
Right sizing
Memory
CPU
Storage for Applications
PVs
Autonomous Optimization
Automatically make optimization changes rather than just recommendations
Horizontal right-sizing
Replica right sizing
Cluster Autoscaling based n real time predictive trends
Best practices
Kubernetes
RDS
ReBalancing & Node Bin Packing
For K8s Clusters’
Cost Reports, Anomaly Exceptions
AWS
Azure
Remove Abandoned/Underutilised
PVs
Services
Built to Assist
FinOps
Cloud/Infra Ops
CFO
DevOps Teams
Business Benefits
30-60% Cost Reduction on top of existing manual efforts
Autonomous & Continuous optimization
Security: Vulnerability Identification
CVE Scans
K8s version upgrade
Pre-checklist
Deprecated APIs
PDB settings
CSI Compatibility
Security: Address Vulnerability
Create tickets
Recommend changes
Helm Upgrade
Automatically make optimization changes rather than just recommendations
CIS Scans
CIS Scans
Ticket monitoring
Jira
Github Issues
Pagerduty
Built to Assist
Cloud Ops
Dev Ops
Business Benefits
100 - 200% improved ops productivity
Reduced downtime
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Fully customizable, with modular SLMs, agents, and tools for enterprise use. Easily extend with your own LLMs, APIs, and workflows.
Pre-Packaged, but not a black box. Fully extensible, Modular & Controllable.
Extensible to add new Agents, Tools, API for more internal use cases.
Model Layers with pre-packaged specialised SLMs. Add your own LLMs.
Pre-built library of pre-trained agents, tools for most internal enterprise systems
Business Benefits
100-200% improved ops productivity
Reduced downtime
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Linkages between entities connecting config., logs, metrics, traces, cloud bills, sla/slo, tickets, code, secrets, config files, etc.
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Packaged with multiple SLMs which are Safe, Secure, Specialized, Sovereign providing data security and smaller resource footprint.
Multiple use-cases, on single platform
After all, everything is linked internally
No context-switching
Business Benefits
1 platform. No more multiple tools to master
UX designed for ease and simplicity
