Executive Events

Quality at Scale Event

Scaling Quality and Security in the AI Era

Fireside recap with Patrick Ayertey on scaling quality and security for enterprise engineering teams, covering AI risk, defense in depth, testing fleets, and human-authorized remediation at scale.

13:53Engineering leaders, security leaders, platform teams

13:53

Key takeaways

What you will learn

Scaling quality requires coordinated testing fleets, not isolated tool sprawl.
Security and reliability converge when validation runs continuously across releases.
Human-authorized remediation keeps autonomous agents aligned with enterprise governance.

Related sessions

Events and explainers from the same topic area.

Next step

Bring quality intelligence to your organization

Schedule a briefing on governed autonomous reliability, testing fleets, and enterprise validation.

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01The operational surface

One surface for posture, operations, and what needs attention next.

The Zof home is not a marketing dashboard. It is the operational surface engineering, QA, and SRE teams use every day, quality posture, in-flight runs, coverage by module, and the actions a leader should look at next.

OPERATIONAL KPIs

Runs
Coverage
Risk

Live across every environment you ship to.

WORK SPINE

Specs
Tests
Schedules

From specification to scheduled regression.

GUARDRAILS

RBAC
SSO
audit

Every action attributable to a named human.

Zof AI home command center showing 12 runs at 94% pass, 3 open critical issues, 84% coverage, four module traceability bars, the specification pipeline, upcoming schedules, and recommended next actions with an active-runs sidebar. — Home view · Checkout Service · Staging · captured live from the product.

Scaling Quality and Security in the AI Era · Zof AI Videos