Security
Posture, exposure, attack paths and adversary validation.
Book a demoQumuli.Operate
Turn operating evidence into accountable action.
Qumuli.Operate brings security, compliance, identity, software, container, certificate, cost and operational evidence into one current view. Qumuli Assurance Intelligence applies AI-assisted analysis to the connected evidence, explains what deserves attention and recommends the next action. Teams retain approval and preserve the evidence that proves the outcome.
One operating record from observed signal to verified result.
Operating posture86/100
Evidence current
Security4priorities
Compliance92%covered
Identity3reviews
Cost7opportunities
Recent assurance activity
ObserveEvaluateAssignChangeReassessReport
One current view
See the condition of the cloud estate without rebuilding the story.
Qumuli.Operate connects observations that normally live in separate tools and spreadsheets. Every view keeps the project, environment, asset, owner and supporting evidence in context.
Compliance
Applicable controls, scan results, evidence gaps and exceptions.
Identity
Entitlements, access activity and accountable ownership.
Software and containers
Registries, images, SBOMs, packages and vulnerabilities.
Operations
Certificates, patch posture, services and external dependencies.
Cost
Spend movement, utilisation signals and rightsizing opportunities.
Security and exposure
Know what is exposed, how it can be reached and why it matters.
Move beyond flat finding lists. Qumuli.Operate connects entry points, network boundaries, workload state, software and identity context to the asset that carries the risk.
Representative Azure exposure pathPublic SSH access reaches protected secrets
4 evidence sources · evaluated 3m agoActive
InternetUntrusted sourceAny public IPv4
Network boundaryAzure NSG ruleTCP 22 from 0.0.0.0/0
WorkloadLinux application VMPassword authentication enabled
Identity pathManaged identityToken available to workload
Sensitive dataAzure Key VaultSecrets role exceeds required scope
Network configurationHost postureIdentity permissionsData accessEvidence connected and current
Defensive breakpoints
Restrict NSG source
Require managed access
Scope identity permissions
ObserveTraceDefendVerify
Posture and hardening
Review cloud and host configuration against the standards that matter, with the observed state and remediation context kept together.
Exposure and attack paths
Connect public entry points, network rules, open ports, workload weaknesses and identities to show how an attacker could reach a material asset.
Adversary validation
Safely validate external, authenticated and API attack paths using scoped, non-destructive simulations and explicit safety controls.
Asset risk context
Bring preventive posture, weaknesses, MITRE mappings, open ports, software, vulnerabilities and services into one asset record.
AI-assisted decision intelligence
Turn connected operating evidence into explainable recommendations.
Qumuli Assurance Intelligence analyses current evidence against approved intent and versioned control context. It explains why an issue matters and recommends what should happen next. People retain approval, and reassessment verifies the result.
Evidence coverage92%
184 of 200 applicable controls
AWS foundations73%
Azure foundations61%
Kubernetes benchmark68%
Role assignment reviewedplatform-release-adminCurrent
TLS certificate monitoredapi.qumuli.example189 days
Continuous compliance
Assess AWS, Azure, Google Cloud, Kubernetes and operating systems against standard or tailored control sets, including manual evidence.
Identity and entitlements
Review access activity and entitlement evidence across cloud identities so privilege and ownership decisions remain explainable.
Certificate and trust monitoring
Monitor certificate validity, TLS posture, DNS protections, cipher strength and expiry risk across public services.
Patch assurance
Track patch posture across compute workloads and preserve the evidence needed to show what changed and what still needs attention.
Container and software security
Secure what ships inside every image.
Discover registries and image versions, retain digest-level scan coverage and connect vulnerable packages to applicability, exploit signals and available fixes.
Registryplatform-api
Scan currentImageplatform-api:2.8
Digestsha256:8fa2…31d9
Architectureamd64
Candidate findings25
Applicable8
Fixed version known6
golang.org/x/netHighFixed in 0.55.0
libxml2MediumVendor guidance available
From registry inventory to actionable software risk.
- Track repositories, tags, digests and when each image was last observed.
- Separate version-matched candidates from vulnerabilities that require action.
- Keep CVSS, exploit signals, vendor status and fixed versions together.
- Expose scan gaps when new image digests have not yet been assessed.
Cloud cost
See where cloud spend is changing and where action creates value.
Review spend by project, environment, cloud and service. Surface budget movement, utilisation and rightsizing opportunities without disconnecting the recommendation from the resource and its operating context.
Cost evidence with engineering context.
- Follow monthly, daily and service-level spend across cloud providers.
- Compare current cost, forecast and movement against the previous period.
- Identify waste, low utilisation and rightsizing opportunities.
- Preserve the approved cost action through implementation and reassessment.
Month to date$393.97
Month change-18.4%
Forecast$407.10
Rightsizing opportunityanalytics-worker-04 shows sustained low utilisationReview
Verified outcomes
Move from finding to defensible closure.
Assign the decision, preserve the approved change, reassess the environment and report the outcome. Leadership, risk teams and engineers see the same record at the level of detail they need.
ObservedEvidence recorded
AssignedOwner and decision
ChangedDelivered with Build
ReassessedResult verified
ReportedOutcome preserved
Guided remediation
Keep the owner, evidence, decision and approved action attached to the finding.
Verification
Reassess after change and record whether the exposure, control gap or waste was resolved.
Reporting
Create technical, executive, weekly and monthly views from the same operating evidence.
Frequently asked questions
Questions teams ask about Qumuli.Operate.
Clear answers for teams evaluating how Qumuli.Operate fits their cloud, governance and assurance workflows.
What is Qumuli Assurance Intelligence?
Qumuli Assurance Intelligence is Qumuli's proprietary AI-assisted decision intelligence layer, built using an external foundation model. It analyses connected operating evidence against approved intent and versioned controls to explain material risk, prioritize attention and recommend a next action.
What evidence does Qumuli.Operate bring together?
Qumuli.Operate connects security, compliance, identity, software, container, certificate, cost and operational evidence. Each observation stays linked to its cloud environment, asset, owner and supporting context so teams do not have to reconstruct the story across separate tools.
How does Qumuli.Operate prioritize findings?
It goes beyond a flat severity list by correlating reachability, network boundaries, workload condition, software and identity context with the asset at risk. This helps teams focus on credible exposure paths and decisions that materially reduce risk.
Which environments can Qumuli.Operate cover?
Qumuli.Operate is designed for AWS, Microsoft Azure, Google Cloud and Kubernetes estates. Teams can inspect provider-specific evidence while maintaining one assurance model and operating record across the wider environment.
Does Qumuli.Operate replace our existing security and monitoring tools?
Not necessarily. Qumuli.Operate is designed to connect and govern evidence that may already exist across cloud, security and operational systems. It adds shared context, prioritization, accountable action and verification rather than forcing every existing source to be replaced.
How does Qumuli.Operate support continuous compliance?
Requirements, applicable controls, observed evidence, exceptions and reassessment history remain connected. This gives engineering, risk and compliance teams a current record of what was evaluated, what decision was made and whether the resulting action was verified.
Can Qumuli.Operate help with cloud cost optimization?
Yes. It connects spend movement, utilization and rightsizing opportunities to the resources and operating context behind them. Teams can assess the recommendation, assign ownership, approve the response and verify the outcome with fresh evidence.
How are remediation and closure managed?
Each priority can retain its owner, evidence, decision and approved next action. After the change, Qumuli.Operate reassesses the environment and preserves the fresh evidence that shows whether the exposure, control gap or waste was resolved.
Who uses the Qumuli.Operate record?
Security, cloud operations, platform engineering, FinOps, risk and leadership can work from the same current evidence. Each audience can inspect the level of detail it needs without creating a separate version of the outcome.
Does Qumuli Assurance Intelligence act autonomously or train on our data?
No. It analyses and recommends; people remain responsible for approving actions. Customer data is not used to train the underlying model, and the evidence, applicable control and decision history remain available for review.
Qumuli.Operate
See the risk. Decide the action. Prove the result.
Connect operating evidence across your cloud estate in one accountable record.
Book a demo