Operations Toolkits run and secure the platform estate. Cost, service, cluster and data operations, observability, security operations and DevSecOps share one control surface, so the estate is watched, optimised, secured and kept to SLA.
Multi-cloud cost across AWS, Azure and GCP is rightsized by AI, with anomaly detection, budgets, ML forecasting and daily run-rate projection.
Multi-cloud cost (AWS, Azure, GCP)
AI rightsizing
Anomaly detection
Budgets and alerts
ML forecasting
Daily run-rate and projection
Service Ops
End-to-end service observability, unified.
Service health and Apdex, dependency topology and blast radius, distributed tracing and log analytics are correlated with ML-powered insights.
Service health and Apdex
Dependency topology and blast radius
Distributed tracing
Log analytics
ML-powered insights
Trace-to-log correlation
Cluster Ops
Healthy clusters at enterprise scale.
Nodes, namespaces, workloads and autoscaling, config and secrets, storage, network and RBAC are managed with rolled-up health and rightsizing.
Nodes and namespaces
Workloads and autoscaling
Config and secrets
Storage and PVCs
Network and RBAC
Rolled-up health and rightsizing
Observability
See everything, at petabyte scale.
OpenTelemetry-native collection correlates logs, metrics and traces at petabyte scale, with a dashboard builder, controlled retention and open, governed deployment.
OpenTelemetry-native collection
Logs, metrics and traces, correlated
Petabyte-scale storage
Dashboard builder
Open and governed (on-prem, air-gapped)
Retention control
SIEM and SOAR
Detect the threat, respond automatically.
Threat detection and hunting map to MITRE ATT&CK, with vulnerability and malware assessment, file-integrity monitoring, SOAR playbooks and continuous compliance evidence.
Threat detection and hunting
MITRE ATT&CK mapping
Vulnerability and malware assessment
File-integrity monitoring
SOAR automation playbooks
Continuous compliance evidence
DevSecOps
Security and delivery, in one loop.
Shift-left scanning, software supply chain and SBOM, change and risk gates, GitOps delivery, release trains and artifact signing run as one secure delivery loop.
Shift-left scanning (SCA, SAST, secrets, IaC)
Software supply chain and SBOM
Change and risk gates
GitOps delivery
Release trains
Artifact signing and provenance
Data Ops
Every data pipeline, watched and optimised.
Ingestion and CDC, batch and streaming pipelines are capacity-forecast and AI-optimised, with SMART governance and end-to-end lineage.
Ingestion and CDC
Batch and streaming
Capacity forecasting
AI optimization
SMART governance
End-to-end lineage
AI, ML and Agent Ops
Every model and agent, healthy in production.
Agent and model telemetry, quality and feedback, cost per agent and model, knowledge grounding and governed access keep AI healthy in production, integrated with Agent Studio.
Agent and model telemetry
Quality and feedback
Cost per agent and model
Knowledge grounding
Governed access (RBAC)
Agent Studio integration
Managed Service Ops
The managed estate, under one control surface.
Incident command, blast-radius impact ranking, service topology, SLA and error budgets and what-if failure simulation run over a governed, operator-confirmed map.
Incident command
Blast-radius impact ranking
Service topology and dependency graph
SLA and error budgets
What-if failure simulation
Governed, operator-confirmed mapping
Process Ops
See how work really flows.
A live process pulse and process mining surface bottlenecks and predict SLA breaches across systems end to end, with case timeline replay.
Live process pulse
Process mining
Bottleneck discovery
SLA breach prediction
Cross-system, end-to-end
Case timeline replay
System Alerts
Every alert in one inbox, triaged to SLA.
A unified alert inbox breaks alerts down by severity, tracks aging and acknowledgement, and routes notifications automatically with resolution and SLA compliance.
Unified alert inbox
Severity breakdown (critical to low)
Alert aging and acknowledgement
Resolution and SLA compliance
Automated notification routing
Alert trend and closed-alert insight
How it works
Watched, optimised, secured.
Cost, service, cluster and data operations are observed and optimised, security operations and DevSecOps secure the estate, and alerts and incidents are resolved to SLA.
The estate, operated and secured.
Operations Toolkits run, optimise and secure the whole platform estate from one control surface.