Impact Analysis

Know the blast radius
before it reaches your customers.

Impact Analysis maps every incident's blast radius across your service topology in real time. See which downstream services are affected, how many users are impacted, and what the estimated revenue cost is, the moment an incident is detected, not after a 30-minute war room call.

Start Free Trial Watch Demo
app.novaaiops.com · Impact Analysis
● LIVE
Nova AI Impact Analysis
Blast radius
Mapping in real time
96+
Service dependency graph
$
Revenue impact estimation
Live
Affected users count
Blast Radius Mapping

See exactly which services are in the danger zone: visualized on your topology

When an incident fires on a service, Nova traverses your live service dependency graph to identify every downstream service that could be affected. The blast radius renders as a visual overlay on your service map: the origin service in red, directly impacted dependencies in orange, and potentially affected services in yellow. Incident commanders see the full scope of impact in a single glance instead of manually checking service by service.

  • Dependency-aware propagation: blast radius calculated from your actual service topology, not guesswork or static runbooks
  • Real-time updates: as the incident evolves, the blast radius visualization expands or contracts based on live health checks
  • Depth-configurable: view 1-hop, 2-hop, or full dependency chain impact to match your investigation scope
app.novaaiops.com · Blast Radius
Blast radius mapping
Revenue & User Impact Estimation

Translate service failures into dollars and affected users: instantly

Nova correlates affected services with business metrics to estimate the financial impact of each incident. If the checkout service is down, Nova multiplies average transaction value by current traffic rate to project revenue loss per minute. If the authentication service is degraded, Nova counts active sessions to report affected users. These numbers appear on the incident card within seconds, giving executives and incident commanders the business context they need to make priority decisions.

  • Revenue-per-minute estimation: projects financial loss based on affected service traffic and configured business metrics
  • Affected user counts: real-time count of users experiencing degraded or failed requests from the impacted services
  • SLA impact tracking: shows remaining error budget and projected SLA breach time if the incident continues
app.novaaiops.com · Revenue Impact
Revenue and user impact estimation
Service Dependency Intelligence

Your dependency graph: auto-discovered, always current, always accurate

Impact Analysis relies on an accurate service dependency graph, and Nova builds it automatically from your distributed traces, network flows, and API call patterns. No manual topology files to maintain. When a new service deploys or a dependency changes, the graph updates within minutes. You can also annotate services with business criticality tiers, revenue attribution, and team ownership to enrich impact calculations.

  • Auto-discovered topology: service dependencies mapped from actual traffic patterns, not configuration files that go stale
  • Business criticality tiers: tag services as Tier 0 (revenue-critical) through Tier 3 (internal) to weight impact severity
  • Change detection: new dependencies are flagged with alerts so your team knows when the topology shifts
app.novaaiops.com · Dependency Graph
Service dependency intelligence

Know the true cost of every incident: in seconds

Map blast radius, count affected users, and estimate revenue impact the moment an incident is detected.

Start Free Trial Request a Demo