Prevent outages before customers feel them
Catch regressions before release. Reduce change failure rate. Ship faster with confidence.
The real cost of outages
Production incidents impact revenue, customer trust, and engineering velocity. Most are preventable with the right validation strategy.
Revenue loss
Direct revenue impact from service unavailability and transaction failures
Average cost per hour of downtime (enterprise)
Customer trust and churn
Long-term brand damage and customer attrition from reliability issues
Of outages caused by changes, not infrastructure
Engineering disruption
Team burnout, context switching, and delayed feature work from incident response
Of incidents preventable with better pre-production testing
Why prevention matters more than response: While incident response is essential, preventing failures before they reach production reduces cost, preserves customer trust, and keeps engineering teams focused on building rather than firefighting.
Why outages still happen (even with monitoring)
Traditional approaches catch issues after they occur. Prevention requires validation before production.
Monitoring detects failures after impact
Observability tools alert you when something breaks, but by then customers are already affected.
Scripts break as systems evolve
Test suites become brittle as applications change, creating gaps in coverage.
Test coverage doesn't equal reliability
High coverage metrics can mask missing integration tests and edge case validation.
Release velocity increases risk
Faster deployments multiply the chance of introducing regressions that slip through.
How Zof prevents outages
A clear, systematic approach to catching regressions before they reach production.
Map critical workflows and dependencies
Zof builds a System Graph of your environment: services, APIs, data flows, and integrations. When a change is made, it knows exactly what could be affected.
Deploy specialized validation agents
40+ AI agents test every dimension: functional correctness, performance, security, compatibility, and integration health. Each agent is an expert in its domain.
Trigger continuously (PR, deploy, schedule)
Every pull request, every commit, every scheduled run gets validated. Issues are caught in minutes, not after deployment.
Catch regressions across UI, APIs, integrations
Agents validate end-to-end workflows, API contracts, third-party integrations, and user-facing flows. Nothing slips through.
Block risky releases before impact
When validation fails, releases are gated automatically. Engineering teams get clear, actionable feedback to fix issues before production.
The outage prevention loop
Continuous validation gates releases before production impact.
Enterprise outcomes that matter
Metrics and capabilities that demonstrate reliability improvement and organizational leverage.
Lower change failure rate
Catch regressions before deployment, reducing production incidents and improving DORA metrics.
Fewer production incidents
Faster, safer releases
Automated validation gates enable confident releases without slowing down deployment velocity.
Faster release cycles
Reduced incident load on teams
Preventive validation reduces firefighting, keeping engineering teams focused on building.
Reduction in on-call burden
Evidence and reporting for reliability posture
Comprehensive visibility into reliability metrics and validation coverage for leadership reporting.
Reliability dashboards
Where this fits in your stack
Zof adds the missing prevention layer to your existing reliability toolchain.
CI/CD
Integrate with GitHub Actions, GitLab CI, Jenkins, and other pipelines to gate releases automatically.
Observability
Complement Datadog, New Relic, and other monitoring tools with preventive validation before production.
Incident management
Reduce incidents that flow into PagerDuty, Opsgenie, and similar platforms by catching issues earlier.
Ticketing
Integrate with Jira, Linear, and other systems to create tickets automatically when validation fails.
Enterprise-ready and trusted
Built for organizations that require security, compliance, and operational excellence.
Security posture
SOC 2 Type II, GDPR compliant, and enterprise-grade security controls.
Access controls and governance
Role-based access control, audit logs, and compliance reporting.
Enterprise onboarding
Dedicated support, custom integrations, and tailored deployment options.
Support
24/7 support, SLAs, and dedicated customer success for enterprise customers.
Stop outages before they start
See how Zof prevents production failures and protects your revenue, reputation, and engineering velocity.
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Testing
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