Challenge
Automated red-teaming runs built from curated datasets, synthetic adversaries, and your own incidents.
The Security Assurance Platform for Generative & Agentic AI
Continuously red-team, defend, and certify every agentic workflow. TestSavant unifies attack libraries, adaptive guardrails, and evidence-grade reporting so product, security, and GRC leaders move fast with proof.
All-in-one assurance stack
Everything you need to prove AI is production-ready
Attack libraries, adaptive guardrails, and compliance evidence live in a single control plane—designed for teams managing high-stakes, high-velocity AI deployments.
Defend
Inline guardrails with scanner presets, policy-aware routing, and tooling gates across every surface.
Observe
Deep telemetry, lineage, and decision trails ready for board reviews, SOC 2, and AI compliance frameworks.
Adapt
Continuous tuning so your guardrails evolve with new jailbreaks, policies, and business requirements.
Why teams choose TestSavant
A single operating rhythm for AI risk, velocity, and proof
Unify product launches, security controls, and compliance sign-off. TestSavant embeds assurance into every sprint so you scale AI faster than the threat curve.
Launch with confidence
Run targeted red-team campaigns before every major release—then flip results directly into adaptive guardrails.
Automate the paperwork
Generate evidence packs mapped to NIST AI RMF, EU AI Act, SOC 2, and internal trust policies in a single click.
Stay ahead of adversaries
Adaptive prompts, scanners, and policies update as the threat landscape shifts—no more stale guardrails.
Assurance cockpit
Monitor attack findings, guardrail posture, and evidence readiness in one view tuned for executives and operators.
Automation friendly
Connect via API, webhooks, or low-code nodes. Enforce approval gates in CI/CD, agent orchestrators, and workflow tools.
Secure by design
Customer-managed keys, VPC deployment, and least-privilege controls keep sensitive prompts and evidence protected.
Adaptive guardrails
Guardrails tailored to every workflow and policy
Choose the scanners, escalation paths, and transforms that fit each channel. TestSavant keeps them specific, efficient, and provably compliant.
Policy-aware orchestration
Map business rules to prompts, outputs, and tool calls. Apply different guardrails by tenant, geography, or sensitivity level.
Scanner bundles on demand
Toggle injection, leakage, bias, and safety scanners with presets or custom weights. Adapt coverage without redeploying code.
Contextual transforms
Redact, cite, summarize, or block based on decision outcomes. Route risky events to humans while safe traffic stays real-time.
Stakeholder ready
Built for every team shipping AI
CIO / CISO
Unified risk dashboards, policy attestation, and board-ready reporting.
Head of AI / Platform
Standardize assurance pipelines and launch guardrail-ready services.
Security & Red Teams
Design adversarial campaigns, automate reruns, and drop findings into IR tools.
ML / LLM Engineers
Wire guardrails into CI/CD, observe drift, and approve releases with guardrail gates.
Operations & CX
Protect agent hand-offs, ensure safe automation, and route escalations to humans.
GRC / Compliance
Generate audit packs with mapped controls, lineage, and mitigations in minutes.
Industry solutions
Tailored guardrails for regulated and high-impact sectors
Policies and scanners tuned for finance, healthcare, public sector, and beyond—without sacrificing velocity.
Finance & Banking
Healthcare & Life Sciences
Insurance
Public Sector
Legal & Professional Services
Media & Entertainment
Retail & Commerce
Supply Chain & Logistics
Energy & Utilities
Adaptive assurance loop
Threat intelligence turns into automated defense
Every finding feeds the next release: red-team attacks, guardrail updates, observability, and rollout gates run in one closed loop.
1. Challenge
Automated red-teaming & adversarial datasets.
2. Synthesize
Telemetry, evidence, and trend insights.
3. Harden
Adaptive guardrails tuned to risk appetite.
4. Enforce
Rollout gates, approvals, and auto-remediation.
Connected assurance fabric
Plug into every layer of your AI stack
Agent & workflow orchestration
LangChain, LlamaIndex, n8n, Zapier, ServiceNow, and bespoke orchestrators integrate via native nodes and webhooks.
Model ecosystems
Support for OpenAI, Anthropic, Azure OpenAI, OSS models, and on-prem deployments with tenant-aware routing.
Enterprise systems
Stream decisions into Slack, Jira, PagerDuty, SIEMs, or data lakes to keep operators, engineers, and auditors aligned.
Frequently asked
Answers for teams modernising AI assurance
Does TestSavant add latency?
Guardrails run in a low-latency decision path designed for real-time experiences. Deep checks can run asynchronously or be scoped to the riskiest routes.
Can we use our own datasets to improve guardrails?
Yes. Import CSVs, prompts, policies, or use the Meta-Prompter wizard. Blend them with TestSavant scanners to fit your risk appetite.
How fast can we generate audit evidence?
Every decision, prompt, and outcome is logged with mapped controls. Export clause-aligned packs in minutes—no manual screenshotting.
Can we deploy on premise?
Absolutely. please contact us.
Turn AI risk into assured advantage
Safer inputs. Safer outputs. Continuous evidence. Launch with velocity and confidence.
