# AI tools for “Root-cause analysis” 137 matching tools; showing 24, ranked by relevance. Filters: `group=coding-development` | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Why it matched | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Agent observability, evaluation, and continuous improvement for production AI | keywords 100%; semantic match | [.md](https://openaitools.app/tool/arize-com.md) | | 2 | [PlayerZero](https://openaitools.app/tool/playerzero) | 14,775 | -23.2% | Contact for Pricing | Collaborative AI agents for production software engineering | keywords 100%; semantic match | [.md](https://openaitools.app/tool/playerzero.md) | | 3 | [TraceRoot](https://openaitools.app/tool/traceroot-ai) | 2,070 | -54.5% | Free + Paid | Open-source observability that turns AI agent production failures into tested fixes | keywords 100%; semantic match | [.md](https://openaitools.app/tool/traceroot-ai.md) | | 4 | [RunLLM](https://openaitools.app/tool/runllm) | 182 | -90.6% | Free Trial, Contact for Pricing | The AI SRE that catches production issues before you get paged | keywords 100%; semantic match | [.md](https://openaitools.app/tool/runllm.md) | | 5 | [Datadog](https://openaitools.app/tool/datadog) | 5,175,760 | -4.8% | Freemium, Free Trial, Paid, Contact for Pricing, Free | Unified observability, security and incident response for cloud-scale engineering teams | semantic match | [.md](https://openaitools.app/tool/datadog.md) | | 6 | [Voice of the customer by Pivony](https://openaitools.app/tool/voice-of-the-customer-by-pivony) | 1,042 | -35.1% | Contact for Pricing | Agentic AI voice-of-customer analytics that finds the root cause behind CSAT and churn | keywords 100%; semantic match | [.md](https://openaitools.app/tool/voice-of-the-customer-by-pivony.md) | | 7 | [Raindrop](https://openaitools.app/tool/raindrop) | 42,807 | -18.4% | Free Trial, Paid, Contact for Pricing | Find and fix problems in your AI agents before users do | keywords 87%; semantic match | [.md](https://openaitools.app/tool/raindrop.md) | | 8 | [CodeRabbit](https://openaitools.app/tool/coderabbit) | 1,048,880 | +4.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI code review, PR triage, and security monitoring for fast-moving teams | semantic match | [.md](https://openaitools.app/tool/coderabbit.md) | | 9 | [Microtica](https://openaitools.app/tool/microtica-ai-incident-investigator) | 4,119 | -0.5% | Freemium, Free Trial, Paid | An AI teammate that builds, ships and runs your cloud | keywords 100%; semantic match | [.md](https://openaitools.app/tool/microtica-ai-incident-investigator.md) | | 10 | [Owlity](https://openaitools.app/tool/owlity) | 3,065 | +45.9% | Free Trial, Contact for Pricing | AI test automation platform that records your app and reaches up to 95% coverage | keywords 100%; semantic match | [.md](https://openaitools.app/tool/owlity.md) | | 11 | [Jam](https://openaitools.app/tool/jamgpt) | 570,598 | -6% | Freemium, Paid | Screen recorder that captures bugs with full technical context | semantic match | [.md](https://openaitools.app/tool/jamgpt.md) | | 12 | [Qase](https://openaitools.app/tool/qase) | 319,213 | -25.5% | Freemium, Free Trial, Contact for Pricing, Free | Ship with confidence: one system of record for manual, automated, and CI tests | semantic match | [.md](https://openaitools.app/tool/qase.md) | | 13 | [Augment Code](https://openaitools.app/tool/augment-code) | 326,215 | +24.1% | Freemium, Free Trial, Contact for Pricing | Agent orchestration platform for your whole software development lifecycle | semantic match | [.md](https://openaitools.app/tool/augment-code.md) | | 14 | [LangWatch](https://openaitools.app/tool/langwatch) | 52,098 | +73% | Contact for Pricing | Agent observability, evals and governance for AI platform teams | keywords 100% | [.md](https://openaitools.app/tool/langwatch.md) | | 15 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Build, simulate, evaluate and monitor self-improving AI agents | semantic match | [.md](https://openaitools.app/tool/future-agi.md) | | 16 | [Middleware](https://openaitools.app/tool/middleware) | 35,967 | -12.3% | Freemium, Contact for Pricing | Full-stack observability with an AI SRE agent that fixes issues | semantic match | [.md](https://openaitools.app/tool/middleware.md) | | 17 | [Sim AI](https://openaitools.app/tool/sim-ai) | 140,953 | +20.6% | Freemium, Paid (per user/month), and Enterprise with custom pricing; self-hosting free under Apache 2.0 | Open-source workspace to build, deploy and govern AI agents | semantic match | [.md](https://openaitools.app/tool/sim-ai.md) | | 18 | [Graphite Note](https://openaitools.app/tool/graphite-note) | 5,403 | -22.2% | Free Trial, Paid, Contact for Pricing | Turn first-party data into ranked, actionable business decisions | keywords 56%; semantic match | [.md](https://openaitools.app/tool/graphite-note.md) | | 19 | [TestSprite](https://openaitools.app/tool/testsprite) | 114,205 | +15.8% | Freemium | Agentic end-to-end testing that writes, runs and heals your test suite | keywords 87% | [.md](https://openaitools.app/tool/testsprite.md) | | 20 | [Startups.RIP](https://openaitools.app/tool/startups-rip) | 50,724 | -17% | Freemium | Good ideas, better timing — learn from 2,000+ startup stories | semantic match | [.md](https://openaitools.app/tool/startups-rip.md) | | 21 | [cubic](https://openaitools.app/tool/cubic) | 51,508 | -10.5% | Freemium, Contact for Pricing | AI code review that understands your whole codebase | semantic match | [.md](https://openaitools.app/tool/cubic.md) | | 22 | [Shiplight AI](https://openaitools.app/tool/shiplight-ai) | 33,676 | -8.2% | Contact for Pricing | Agent-native end-to-end testing that maintains itself | semantic match | [.md](https://openaitools.app/tool/shiplight-ai.md) | | 23 | [Struct](https://openaitools.app/tool/struct) | 74 | -95.2% | Freemium, Free | An AI production engineer that watches every deploy and fixes issues before customers notice | keywords 100%; semantic match | [.md](https://openaitools.app/tool/struct.md) | | 24 | [Repowise](https://openaitools.app/tool/repowise) | 29,455 | +26.3% | Freemium | One living index of your codebase that AI agents and pull requests can actually read | semantic match | [.md](https://openaitools.app/tool/repowise.md) | Page 1 of 6 · [Next page →](https://openaitools.app/index.md?q=Root-cause+analysis&group=coding-development&page=2) For programmatic access use `https://openaitools.app/api/tools?q=…` or MCP `https://openaitools.app/api/mcp`. --- Source: https://openaitools.app/?q=Root-cause%20analysis More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)