🔒 Add-on Service —Agent Guardian is available exclusively to existing Waryl clients with production systems. It's not a standalone purchase. Contact us if you already have a system running and need monitoring + evolution.
Monitoreo y Mantenimiento
Agent Guardian
Tu sistema corre 24/7. Lo mantenemos afilado.
●Desde $2,000/mes · Continuo · Cancela cuando quieras (30 días)
Agent Guardian — Heartbeat MonitorLIVE
Your AI system is live. It's working. But AI models drift.
Most AI systems degrade silently. Accuracy drops 5% a month and nobody notices until a customer complains. We've seen systems lose 30% of their effectiveness in 6 months because nobody was watching. The cost isn't just the degraded system — it's the lost trust from your team who starts bypassing it.
Agent Guardian is the ongoing service that keeps your system at peak performance. We monitor, tune, and improve your agents every month. Your team focuses on your business. We focus on your AI. Think of it as a maintenance plus evolution plan for your AI workforce.
Technical Overview
AI models drift. APIs change. Data patterns shift. Your business evolves. Agent Guardian is the reason your system doesn't become legacy in 6 months.
Monitoring & Observability
- ▸ Real-time dashboards: latency, accuracy, cost, throughput, SLA
- ▸ Anomaly detection: alerts on accuracy drops >5%, latency spikes >2x
- ▸ Decision tracing with full context retention and audit trails
Automated Evolution
- ▸ Scheduled model upgrades (GPT-5, Claude 4, open-source advances)
- ▸ Prompt optimization A/B tested before deployment
- ▸ Weekly accuracy evaluations against ground-truth datasets
Priority Support
- ▸ Priority 4-hour incident response (business hours)
- ▸ 24/7 critical incident response for P1 events
- ▸ Monthly reports + Quarterly architecture reviews
Deliverables Included
Dashboards de rendimiento en tiempo real
Fine-tuning automatizado
Detección de errores y auto-reparación
Respuesta a incidentes críticos 24/7
Their monitoring caught a model drift event at 2 AM. Our system was patched before users noticed.
Frequently Asked Questions
What happens if my agent breaks at 2 AM on a Saturday?
If it's a critical incident (system down, data corruption, incorrect outputs), our on-call engineer responds within 1 hour. For non-critical issues, you get a response within 4 business hours. Your system keeps running — we diagnose and fix remotely under your credentials.
How is this different from just having the code and doing it ourselves?
You absolutely can do it yourself — if you have a team that understands multi-agent observability, LLM evaluation, prompt engineering, API migration management, and model fine-tuning. Most teams don't. Most teams have one person who "kind of knows AI" who's already overwhelmed. Agent Guardian is that expertise on retainer for less than the cost of a junior engineer.
Do you fix issues that aren't related to the agents?
If the issue is in the infrastructure layer (your cloud, your database, your network), we diagnose and tell you exactly what to fix — but we operate under your credentials, so we need your DevOps team for infra changes. If the issue is in the agent logic, model, or integrations, we fix it directly.
Can we pause Agent Guardian and reactivate later?
Yes. 30-day notice. Your system keeps running — it just won't get fine-tuning, monitoring, or support during the pause. Reactivation takes 48 hours. No penalties, no lock-in.
What if we want to extend the system with new agents?
That's a separate Build & Deploy engagement. But because Agent Guardian maintains the architecture, adding new agents is faster and cheaper than building from scratch. We already know the system, your data, and your patterns. New agents snap into the existing topology.
Do you offer this for systems you didn't build?
Yes — if the system is built on a stack we support (LangGraph, CrewAI, AutoGen, n8n, LangChain) and meets our minimum documentation standards, we can take over maintenance. We'll do a 1-week assessment first to evaluate the system's health and documentation quality.
Who needs this?
- ▸ Teams running production agents that need 24/7 monitoring
- ▸ Orgs worried about model drift breaking their workflows
- ▸ Companies wanting monthly prompt fine-tuning without hiring ML engineers
Inversión
$2,000-$5,000/mes
Continuo
Ongoing monitoring and evolution. We track latency, accuracy, cost, and model drift so your agents stay sharp month after month.
Obtén Agent Guardian