The AI Assurance Studio built for shipping safely
Orchestrate adversarial tests, guardrail governance, and audit-grade evidence from one control plane that meets security, platform, and compliance teams where they already work.
See how teams operationalize guardrails in minutes
Walk through test pack creation, collaborative approvals, and exporting evidence to GRC in a guided tour built for security, platform, and compliance teams.
- Launch curated red-team scenarios mapped to OWASP, NIST, and custom policies.
- Route findings to approvers, capture sign-off, and push changes to GuardSavant.
- Export audit-grade evidence packets ready for SOC2, ISO, and internal reviews.
Screens from the Studio
Everything from adversarial testing to guardrail sign-off lives in one cohesive workspace.
Test pack composer
Design, parameterize, and replay sophisticated agent attacks with collaboration controls baked in.
Guardrail approvals
Assign approvers, capture rationale, and push hardened policies directly into production.
Audit-ready evidence
Bundle traces, outcomes, and sign-offs into regulator-friendly packages in seconds.
One studio for security, platform, and compliance
Replace tickets and spreadsheets with a shared control plane that hardens guardrails as attacks evolve.
Defend
Unified guardrails for prompt injection, DLP, tool-use, and output controls across every agent.
Observe
Trace lineage, outcomes, and decisions with searchable evidence for post-incident review.
Control
Policy-as-code with staged rollouts, versioning, and required approvals before anything ships.
Adapt
Continuously harden defenses as new attacks emerge with closed-loop feedback from production.
Turn testing into trusted releases
Every run feeds a loop of learning that ensures AI launches stay safe, compliant, and explainable.
Challenge
Curate adversarial packs and unleash them on agents, APIs, or workflows before launch.
- Blend automated and human-in-the-loop tests
- Replay historical regressions instantly
Synthesize
Aggregate traces, incidents, outcomes, and severity scoring with contextual evidence.
- Auto-tag findings to owners and services
- Generate rich, shareable narratives
Harden
Tune guardrails, policy gates, and detectors using ready-to-deploy templates.
- Track experiments and win rates
- Require approvals with justification trails
Enforce
Promote updates with staged rollouts, rollback plans, and telemetry streaming.
- Ship via CI/CD or GuardSavant SDK
- Export regulator-ready evidence packets
Ship faster without sacrificing control
Unify runbooks, approvals, and release gates so platform and security partners can collaborate in the open.
- Live sync with PagerDuty, Jira, GitHub, and Slack
- Service catalogs and ownership mapping baked in
- Baseline guardrail health with customizable KPIs
Answer auditors before they ask
Transform messy evidence gathering into a predictable, repeatable process with every release.
- Map controls to SOC2, ISO 42001, and NIST AI RMF
- Tag findings with retention and sensitivity policies
- Auto-generate attestation packages for stakeholders
Plug into your stack
Bring your favorite tools, clouds, and secrets with deployment blueprints for cloud, VPC, or hybrid delivery.
Connect
Slack, SIEM, ticketing, secrets managers, PagerDuty, and data warehouses.
Deploy
SaaS, dedicated VPC, or on your cloud with customer-managed keys and logging.
Telemetry
Forward structured logs into Snowflake, Splunk, Datadog, or your SIEM of choice.
Answers for teams evaluating the Studio
Short on time? Start with the highlights below or reach out for a deep dive.
Do I need the GuardSavant SDK to get value?
No. Run TestSavant standalone to orchestrate red teams, approvals, and evidence. GuardSavant adds inline protection and pushes telemetry back into the Studio to accelerate hardening.
Can you deploy inside our VPC?
Yes. Choose SaaS, dedicated VPC, or customer-managed deployments with private networking, segregation, and support for your KMS.
Which models and providers do you support?
We integrate with major model providers, open-source runtimes, and any custom endpoint reachable via API. Bring your own models or mix-and-match.
What teams benefit the most?
Security, platform, and GRC leads who need to prove safety while shipping faster. Customers span fintech, e-commerce, and enterprise software.
Turn AI risk into an assured advantage.
Spin up your first adversarial suite, invite approvers, and ship guardrails with confidence—no heavy lift required.
