Operations Toolkits

Operate and secure the whole estate.

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.

Before the invoice
Cloud cost intelligence
Petabyte scale
Observability
Detect and respond
Security operations
One loop
Security and delivery

Operations Toolkits, module by module.

FinOps

Cost intelligence before the invoice.

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

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.

Observe and optimise, secure, and resolve run side by side: cost, service, cluster and data operations watched continuously; security operations and DevSecOps securing the estate; alerts triaged and correlated and incidents resolved within target, adding up to one estate watched, optimised and secured with every domain resolved to SLA.

The estate, operated and secured.

Operations Toolkits run, optimise and secure the whole platform estate from one control surface.