AI Guardrails Implementation & Effectiveness Testing

Most companies install an AI guardrail and assume it works. Our testing regularly shows otherwise: high bypass rates, frustrated users from false positives, and quiet drift over time.

Vliso AI designs and benchmarks guardrails with our own platform, Nforcer.ai — an independent, vendor-neutral assurance loop (Test → Observe → Mitigate → Verify) that keeps auditable, versioned evidence mapped to NIST AI RMF.

Problems we solve

You don't know how often your guardrails are bypassed.
Guardrails block legitimate users and hurt adoption.
Vendors each claim to be the best, with no independent data.
Guardrail quality drifts as models and attacks change.

Business outcomes

Measured bypass, false-positive and latency numbers for every guardrail.
Tuned policies that block attacks without blocking customers.
Vendor-neutral comparison to choose the right guardrail stack.
Continuous re-verification and drift retests via Nforcer.ai.

What's included

Guardrail architecture & policy design
Independent guardrail benchmarks
Prompt injection & jailbreak defenses
PII / PHI leakage controls
Prohibited-use & toxicity filters
Nforcer.ai continuous verification

Who it's for

Enterprises deploying chatbots
AI product companies
Guardrail vendors
Banks & insurers
Healthcare

Frequently asked questions

What are AI guardrails?

Guardrails are controls around an AI model that filter inputs and outputs to block prompt injection, jailbreaks, sensitive-data leakage, toxic content and prohibited uses.

How do you measure guardrail effectiveness?

We attack guardrails with large adversarial datasets and report bypass rate, false-positive rate, latency cost and drift over time per risk category.

What is Nforcer.ai?

Nforcer.ai is Vliso's independent AI agent security assurance platform — it tests agent behaviors, permissions, tools and actions, verifies mitigations with continuous evaluations and keeps auditable, versioned evidence. See https://nforcer.ai.

Vliso by the numbers

10 Years in business
50K+ Customers supported
800+ Businesses powered
99.9% Platform uptime

As featured in

Bloomberg
Forbes
Yahoo Finance
Disrupt Mag
LA Times
Benzinga

How we work

Discover: A free 30-minute scoping call. We map your AI systems, data flows, vendors and regulatory obligations.
Assess: Hands-on testing and review against NIST AI RMF, the EU AI Act, ISO 42001 and your industry rules.
Build & harden: We fix what we find — guardrails, controls, policies, code, automations — alongside your team.
Monitor: Continuous evaluation and runtime monitoring so your AI stays safe, compliant and effective.

Services

Responsible AI Evaluations — Independent testing of AI systems for bias, fairness, accuracy, safety and compliance.
AI & Agentic Security and Governance — AI red-teaming, pen-testing and governance programs for LLMs, RAG and autonomous agents.
AI Safety — Safety engineering, harm prevention and safe deployment practices for production AI.
AI Guardrails — Design, tuning and independent benchmarking of LLM guardrails — powered by Nforcer.ai.
AI Observability & Monitoring — Runtime monitoring, anomaly detection and detection & response for production AI.
NIST AI RMF Implementation — Hands-on implementation of the NIST AI Risk Management Framework, plus EU AI Act & ISO 42001 readiness.
AI Software Development & Automation — Custom AI apps, agents and workflow automation for businesses ready to automate.

Industries

Areas served

Contact: team@vliso.com