Solutions · TestSavant Studio
The AI Assurance Studio
Run red‑team tests, tune guardrails, and produce audit‑grade evidence—one place to manage risk across agents and apps.
Defend
Unified guardrails for injection, DLP, safety, and tool‑use gating across apps.
Observe
Full trace lineage, decisions, and metrics for forensics and post‑incident review.
Control
Policy‑as‑code, approval flows, versioning, and staged rollouts with gates.
Adapt
Data pipeline that hardens guardrails as attacks evolve—test → learn → deploy.
What You Can Do in the Studio
Adversarial Testing
Run automated and manual test packs for injection, leakage, tool abuse, and unsafe content. Export findings with steps to reproduce.
Guardrail Management
Write policies, add gates and approvers, and roll out changes safely with versioned histories and rollbacks.
Evidence & Reporting
Generate audit packs mapped to frameworks. Share evidence with GRC and external assessors.
How It Works
1) Challenge
Run red‑team tests against agents and apps.
2) Synthesize
Aggregate traces, incidents, and test results.
3) Harden
Tune guardrails and policies with confidence.
4) Enforce
Deploy with gates and rollback options.
Outcomes You Can Expect
Fewer Incidents
Block high‑risk behaviors before they hit production.
Faster Audits
Export evidence mapped to your frameworks.
Faster Launches
Reduce debate by proving controls early.
Integrations & Deployment
Connect
Slack, SIEM, CI/CD, ticketing, secrets managers.
Deploy
Cloud or VPC; customer‑managed keys supported.
Telemetry
Structured logs and dashboards for post‑incident review.
FAQs
Do I need the SDK to use the Studio?
No. TestSavant runs independently. GuardSavant adds inline protection and can feed telemetry back into the Studio for tuning and evidence.
Can I deploy in my VPC?
Yes. We support private VPC patterns, customer‑managed keys, and integrations with your security stack.
Which models are supported?
We integrate with major providers and open‑source runtimes. Bring your own model endpoints.
Who uses it?
Security leaders, platform teams, and ML/LLM engineers who need testing, governance, and audit evidence.
Turn AI risk into assured advantage.
See the Studio in action and get started today.
