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 measures, tunes and enforces guardrails with our own platform, Nforcer.ai — a Measure → Tune → Enforce loop backed by millions of adversarial prompts across 100+ risk categories.
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 enforcement and drift alerts 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 enforcement
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 AI security and governance platform that measures, tunes and enforces guardrails continuously. 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.
Areas served
- AI consulting in Philadelphia
- AI consulting in Greater Philadelphia (Philly Metro)
- AI consulting in New York Metro
- AI consulting in Washington DC Metro
- AI consulting in Baltimore Metro
- AI consulting in Wilmington, Delaware Metro
- AI consulting in New Jersey Metro
Contact: team@vliso.com