AI Observability, Monitoring & Runtime Defense
Once AI is in production, the risks change every day: new jailbreaks, shifting user behaviour, model updates and quiet quality decline. If you can't see it, you can't manage it.
Vliso AI instruments your AI stack end to end and wires alerts into the tools your security and operations teams already use — so misuse is caught in minutes, not in next quarter's audit.
Problems we solve
- No visibility into what users ask your AI or what it answers.
- Jailbreaks and data exfiltration attempts go unnoticed.
- Model quality silently drifts after vendor updates.
- Your SOC has no AI-specific detections.
Business outcomes
- Dashboards for usage, cost, quality, safety and abuse.
- Real-time alerts for jailbreaks, data leakage and anomalies.
- AI incidents routed into SIEM/SOAR and on-call workflows.
- Evidence of ongoing monitoring for regulators and auditors.
What's included
- Prompt, output & agent-action telemetry
- Anomaly & abuse detection rules
- Drift, quality & cost monitoring
- SIEM / SOC integration
- AI incident response runbooks
- Monthly monitoring reviews
Who it's for
- Security operations teams
- AI platform teams
- Regulated enterprises
- AI SaaS providers
Frequently asked questions
What is AI observability?
AI observability is the ability to see and measure what AI systems do in production — inputs, outputs, tool calls, costs, quality and safety signals — so problems can be detected and fixed quickly.
Can you integrate with our existing SIEM?
Yes. We route AI detections into common SIEM and SOAR platforms and your on-call processes.
Does monitoring help with compliance?
Yes. NIST AI RMF's Manage function and the EU AI Act both expect post-deployment monitoring; our setup produces that evidence.
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