Sources checked: . FailSafe Research.
Synack’s human-and-agentic model is a serious option for a security program. FailSafe offers a different evaluation opportunity: inspect the SWARM workflow, specialist cyber model and deployment design against the application or AI risk you need to resolve.
Avoid an outdated human-versus-AI comparison
Synack announced general availability of Sara AI Pentesting in May 2026, describing agentic testing with human validation. It is inaccurate to portray it as a purely manual marketplace. Ask which parts of the proposed engagement are automated, which are reviewed by people and which require specialist investigation. Record how disputed findings are resolved. Use the same delivery questions with FailSafe rather than treating automation as an outcome on its own.
Choose a workflow that needs judgment
An enterprise approval process may permit an administrator to override a rule under documented conditions. A test must distinguish that permitted exception from an unauthorized shortcut.
Provide the policy and safe test fixtures to both teams. Ask for a clear account of what happened, which authority applied and where the evidence stops. The assessment should leave the business owner with a decision, not simply a dramatic screenshot.
Measure repeatability after a release
Once an agreed finding is fixed, repeat the same controlled case on the relevant release and retain the permitted path as a regression control. This is where a repeatable agentic workflow can be useful to an engineering team. Ask FailSafe to connect the original finding, changed version and retest evidence. Compare that practical handoff with the proposed Synack service, including any scheduled human work and the support needed for exceptions.
Treat sensitive deployment as a procurement requirement
For workloads with restricted source or investigation data, request a deployment design and access list before sharing artifacts. FailSafe’s model-choice and customer-controlled options are relevant, but must be specified in the engagement. Keep the architecture review separate from a general statement about researcher vetting or compliance. Both people and services can cross a data boundary, and both need appropriate access and handling rules.
A human-and-agent review record
| Decision | Evidence to request |
|---|---|
| Review model | Automated execution, human validation and escalation |
| Release cadence | Original finding linked to a repeatable retest |
| Data access | People, inference services and retained evidence |
Bring FailSafe into the evidence review
Consider FailSafe for repeatable application and AI-system investigations with direct visibility into model and deployment choices. Keep specialist human testing where your scope needs judgment that the proposed automation does not establish.
Start with FailSafe deployment options, SWARM and the GlassBreak cyber model. For a side-by-side assessment, plan a matched evaluation. Custom enterprise deployment is scoped separately from the first-pentest offer.
Reference: Synack Sara general availability announcement. Reviewed 29 October 2026. This is a buyer guide, not an independent head-to-head test.
Questions & answers
Questions about this topic
Direct answers to common questions about this page.
Yes. Synack describes Sara as agentic testing combined with human validation.
Yes. Allocate each to a defined risk question and compare the evidence, review responsibilities and remediation outcomes.
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Put this guidance to work
Bring your application and deployment requirements. Ask FailSafe to show the evidence on an agreed target, with clear access, safety rules and success criteria.
Plan a matched evaluation