Scale reliability across your engineering organization
Ship faster without increasing incident risk. Standardize reliability across teams with unified gates, automated maintenance, and organization-wide visibility.
What breaks at scale → What Zof changes
Engineering organizations face predictable challenges as they grow. Here's how Zof addresses them.
What breaks at scale
Common challenges in growing engineering organizations
Inconsistent standards across teams
Different teams use different tools and approaches, making organization-wide improvements difficult.
Flaky and brittle tests
Legacy test suites become unmaintainable, flaky, and slow, blocking rather than enabling delivery.
Reliability work competes with features
Balancing investment in reliability infrastructure vs feature development creates constant tension.
Lack of org-wide visibility
No clear view of reliability posture, risk hotspots, or where to focus improvement efforts.
What Zof changes
Platform capabilities that address these challenges
Unified reliability platform
Single platform that works consistently across all teams and services. No more fragmented approaches.
Automated maintenance via agents
AI agents generate and maintain tests automatically. Eliminate flaky tests and manual maintenance burden.
Standardized gates and workflows
Define reliability gates and workflows that apply consistently across your entire organization.
Exec-level scorecards and reporting
Dashboard shows reliability scores across teams and services. Identify where to focus improvement efforts.
Outcomes that matter to engineering leadership
Metrics that demonstrate organizational leverage and reliability improvement.
Reduce lead time and increase deployment frequency
Automated maintenance via AI agents reduces manual burden
Reliability gates catch issues before they reach production
Track lead time, deployment frequency, change failure rate, and MTTR
How it works: Leadership-friendly rollout
A clear path from initial deployment to organization-wide reliability governance.
Define critical workflows + reliability standards
Establish organization-wide reliability gates and workflows that align with your engineering practices.
Deploy agents across apps/services
Zof agents automatically discover and map your system, then deploy across your applications and services.
Enforce reliability gates in CI/CD
Integrate reliability checks into your CI/CD pipeline. Block releases that don't meet standards.
Route results into tools (Jira/Slack/Datadog)
Send test results, alerts, and insights to the tools your teams already use for seamless workflow integration.
Track org-wide scorecards and focus investment
Executive dashboards show reliability scores, trends, and risk hotspots. Know where to invest engineering time.
Platform governance and standardization
Key VP buyer section: reliability gates, standardized workflows, scorecards, and auditability.
Reliability gates
Release readiness checks that enforce standards before code reaches production. Block risky changes automatically.
Standardized workflows
Define workflows once, apply consistently across teams. No more fragmented approaches or tool sprawl.
Scorecards and compliance
Track compliance with reliability standards across teams and services. Identify gaps and improvement opportunities.
Audit trails and evidence
Complete audit trails for reliability posture. Evidence for compliance, post-mortems, and executive reporting.
Organization-wide visibility
Executive reliability dashboard: know where to invest engineering time and track progress across teams.
Reliability score by team/service
Track reliability posture across your organization at a glance.
Trendline of regressions/incidents prevented
See the impact of reliability gates over time.
Top risks and failing gates
Identify where to focus improvement efforts immediately.
Buy vs build: Why Zof?
Common questions from engineering leadership evaluating reliability platforms.
Why not just write more tests?
Manual test creation and maintenance doesn't scale. Teams spend 30-40% of engineering time on test maintenance. Zof agents automate test generation and maintenance, freeing teams to focus on features.
Why not just use existing tools?
Existing tools require significant engineering investment to maintain and scale. They don't provide organization-wide visibility or standardized gates. Zof is a unified platform built for platform leadership.
Why do agents + workflow orchestration matter?
Agents understand your system context and adapt as it changes. Workflow orchestration ensures reliability gates are enforced consistently. Together, they provide the automation and governance VPs need.
Enterprise-ready
Built for organizations that demand security, compliance, and reliability.
Security and compliance
Enterprise-grade security posture. SOC 2, GDPR compliant.
View security postureSupport and onboarding
Dedicated support team and structured onboarding for enterprise deployments.
Contact supportDeployment options
Flexible deployment options to meet your infrastructure requirements.
Learn about enterpriseRelated
Explore related capabilities and solutions
Enterprise
Enterprise-grade features and deployment options
Workflow Engine
Orchestrate reliability workflows across your organization
Dashboard
Organization-wide visibility and scorecards
Testing
Comprehensive testing capabilities across all types
System Graph
Understand system dependencies and impact