Every tool shows you what broke. Risicare diagnoses why, tests a fix, and deploys it. Automatically.
Works with everything you already use
Every AI team faces the same cycle: agents work in staging, break in production, debugging takes days. Current tools tell you something failed. None tell you why — or fix it.
of AI pilots fail to ship to production
MIT / RAND
of companies abandoned AI projects in 2024
S&P Global
lost to hallucinations last year
Cleanlab 2024
Risicare doesn't just observe — it diagnoses, tests, fixes, deploys, and learns. No other platform completes the loop.
Every competitor stops at observation. We go all the way to automatic recovery.
| Langfuse | LangSmith | Braintrust | Raindrop | Risicare | |
|---|---|---|---|---|---|
| Trace Capture | |||||
| Agent-Specific Tracing | |||||
| Decision-Level Reasoning | Only | ||||
| Root Cause Isolation | Only | ||||
| Hypothesis Testing | Only | ||||
| Auto Fix Generation | Only | ||||
| Statistical A/B Deploy | |||||
| Cross-Customer Learning | Only |
Traces survive async, threads, multi-process. The #1 pain other tools can't solve.
Specific classifications like TOOL.EXECUTION.TIMEOUT across 10 failure modules.
LangGraph, CrewAI, AutoGen, custom agents. Bring your own stack.
Start with zero config. Add depth when you need it.
# Zero config — just set an env var# RISICARE_TRACING=true python agent.pyimport risicare@risicare.agent(name="support-bot", role="customer_service")def handle_ticket(ticket):analysis = think(ticket) # ← THINK capturedaction = decide(analysis) # ← DECIDE capturedresult = execute(action) # ← ACT capturedreturn result
SDK → Gateway → Storage
ClickHouse + PostgreSQL + Redis
Diagnosis → Hypothesis → Fix
Canary → A/B → Ramp → Graduate
Self-healing for AI agents isn't science fiction. It's published science — and we're the first to productize it.
Microsoft Research
"Recovers 18-28% of previously failed agent trials automatically"
Read paper →Stanford / UIUC
"24% higher accuracy through systematic failure recovery"
Read paper →NeurIPS 2025
"14 unique failure modes identified across 1,600+ real-world traces"
Read paper →Risicare implements and extends these research findings into production-grade infrastructure.
Start free. Scale as your agents grow.
The first platform that makes AI agents reliable in production.
No credit card · Free tier · 2-minute setup