Production AI agents fail in ways that don't show up in your error logs. Continuance monitors them 24/7, classifies every failure using the AFT Framework™, and tells you exactly what broke and what to do about it — before your customers notice.
Get your agents covered →No calls. No long onboarding. Live in 48 hours.
"Most AI agent failures don't throw errors.Continuance — AI Reliability for Production Agents
They just quietly get worse."
No calls. No long onboarding. No new tools to learn. Your agents are covered before the week is out.
Choose the right coverage level and pay directly. Instant confirmation — no intake review, no waiting for a reply.
Right after payment, you receive your instrumentation code — 3 lines. Paste it into your agent. Nothing else changes in your codebase.
We create your Notion incident log and your dedicated Slack channel automatically. Your team is connected before you finish coffee.
24/7 monitoring starts immediately. Sentinel polls every 5 minutes, classifies anomalies against the AFT Framework™, and fires alerts the moment something needs attention.
If your agents are already live — or almost there — this is for you. If you're still in prototype stage, come back when you're ready to ship.
You moved fast to get agents into production. But reliability is a full-time job, and you don't have the headcount for it. Continuance is your on-call reliability team — without the hire.
Your reputation is on the line every time a client's agent fails. With the Agency License, you offer monitoring as part of your service — under your brand, with our infrastructure behind it.
Silent failures, gradual drift, unexplained cost spikes — they're hard to catch without dedicated tooling. The AFT Framework gives you a language for what's going wrong, and Sentinel catches it before it escalates.
The Agentic Failure Taxonomy is our defensible IP — a classification system that turns vague "AI problems" into named, trackable, fixable failure modes.
Output quality drops, downstream errors propagate through the system.
Same tool call repeated. Agent stuck in an infinite retry loop.
Coherence loss mid-session. Non-sequitur, off-topic responses.
System prompt integrity violated by malicious input.
Gradual quality drift over time — no hard error, just slow decay.
External API or service failure causing your agent to fail.
Agent acting outside permitted scope or access boundaries.
Corrupted retrieval causing false historical actions or context.
Multi-agent pipeline freezes in a circular wait. No error, no output — just silence.
Upstream LLM update silently changes agent behavior. API is up. Results are wrong.
Continuance is built around three interlocking parts — each doing a specific job so nothing falls through the cracks.
Agentic Failure Taxonomy — maps every failure to a named, trackable code. Your agents stop being a black box.
The LangGraph agent that polls your traces, classifies anomalies using AFT, and fires alerts — every 5 minutes, around the clock.
Pre-built remediation guides, auto-triggered by Sentinel. Know exactly what to do when AFT-02 fires at 3am.
Every incident, health score, and alert lands in your existing tools. No new dashboard to learn.
All plans start with the intake form. We confirm fit within 24 hours and send you the payment link for your plan.
Ongoing Sentinel monitoring for teams who need their agents watched — without needing to hire a dedicated reliability engineer.
We review your intake and confirm fit within 24h
A deep, focused audit of your AI agents over 7 days. You get a full picture of where your agents are fragile — and exactly how to fix it.
We review your intake and confirm fit within 24h
We don't just send you an alert — we investigate the incident, execute the Playbook, and report back. For teams running business-critical agents.
We review your intake and confirm fit within 24h
You build AI agents for clients. We provide the reliability layer — under your brand. Offer AFT monitoring as part of your service without building the methodology yourself.
Become a partner →We review your intake and confirm fit within 24h