Raindrop AI

5 min read Original article ↗

ANNOUNCING OUR $15M SEED ROUND

|Backed by Lightspeed, and founders of Replit, Figma, Notion.|

ANNOUNCING OUR $15M SEED ROUND

|Backed by Lightspeed, and founders of Replit, Figma, Notion.|

ANNOUNCING OUR $15M SEED ROUND

|Backed by Lightspeed, and founders of Replit, Figma, Notion.|

Raindrop Logo

MONITOR YOUR AGENT

your agent silently failstools start failingdetect and visualize abnormal trajectoriesusers complainyour agent refuses a requestsee how new models behave in productioncheck if the feature flag solved the issue

Trusted by the fastest growing AI Companies

Discover and fix issues with your AI agent

Meet Raindrop: the first Sentry-like monitoring platform for AI agents

Define custom issuesStep-by-step tracingReal-time Slack alertsA/B test prompts & modelsFast semantic searchRegex signals

Powerful filteringAutomatic issue detectionAI-powered classifiersUser frustration detectionTopic clustering

The Unified Toolkit for Agent Behavior

Detect screenshotSearch screenshotTrack screenshotDefine screenshotExperiment screenshot

See issues before your users do

Security

ENTERPRISE-GRADE SECURITY

Your data deserves world-class security. We are committed to keeping your data safe with advanced privacy controls.

PII Guard Dashboard Interface

PII Guard

Customized PII Redaction that maintains visibility without compromising privacy. Our AI models automatically strip PII from data before it hits our servers, ensuring your sensitive customer information never leaves your control.

SOC 2 Badge

SOC 2 Compliant

Raindrop has achieved SOC 2 Type II compliance. Learn what our SOC 2 certification means for you and how we keep your data safe.

IntroducingDeep Search

It’s like Deep Research, but for your production AI data.
Find and track anything, across millions of events.

  1. 1Describe the issue or topic.
  2. 2Find examples out of millions of events.
  3. 3Refine search with feedback.
  4. 4Start tracking the issue.
  5. 5Get notified when things change.

Tolan Alien Preview

Case Study

How Tolan Keeps Their Alien Companions On Track

Learn how Tolan's AI engineering team used Raindrop to reduce memory issues by 27.8 % and nearly eliminate lore inconsistencies as they scaled to thousands of users.

ALERTS WHEN YOUR AGENT FAILS

Raindrop sends you alerts when your AI misbehaves and links straight to the events so you can dig into the conversations or traces, understand the root cause, and fix it—fast.

Slack Icon

Raindrop

APP3:29 PM

What Happened Yesterday

Apr 15, 2025

Messages: 325 (+9%)

Users: 78 (+5%)

Issues: 3 detected (42 events across 18 users)

🟢Wins

Users liked the assistant's tone and appreciated the life advice.

"The recent speed improvements are genuinely noticeable, especially on long inputs."

— user_208

"Fewer false positives on moderation — way better now!"

— user_642

🔴Issues

Common Patterns: context retention, response quality, and task completion

Top Issues: Forgetting (+50%), User Frustration (-20%), Laziness

"It forgets what we talked about just 30 min ago."

— user_391

"Answers feel vague and unhelpful, often just restating my question." — user_827

"It stopped mid-sentence without warning. Had to prompt again."

— user_513

Raindrop dashboard showing issue tracking

CAN YOU DESCRIBE IT? THEN TRACK IT.

Track any behavior using just natural language. Pin-point issues and dive into traces to find the root cause.

the agent stuck in a loop

the assistant using filler words like 'tapestry'

users saying that the bot forgot something

FIND PATTERNS IN SIGNALS.

Log thumbs downs and tool calls with the SDK, create regex signals, or track any other behavior. Raindrop will help you find the patterns in both positive and negative signals.

Raindrop topics

Raindrop dashboard showing experiments

MEASURE AGENT BEHAVIOR WITH EXPERIMENTS.

Use experiments to measure agent behavior by comparing models, tool calls, signals, feature flags and more.

BUILT FOR CUTTING-EDGE AI PRODUCTS.

We love our customers (and they love us too).

Raindrop has been super helpful for identifying patterns in how people are using AI in Clay. We've been leveraging this data to inform product improvements.

Building good agents is hard. We spent months in the dark, with things working in tests but failing in the real world. Raindrop gives us the clarity production evals never could.

Understanding where our users run into issues with Howie was instantly useful to us. We talked about building in-house, but we quickly realized that to do it right would just be so difficult. Raindrop is just simple and reliable and that's what makes it so useful.

Raindrop became irreplaceable the day we started using it. It's helped us diagnose issues quicker and deepen our understanding of what our users need most.

If you don't know if your AI agent is getting better or worse for real users, you need Raindrop today.

Raindrop has been invaluable as we've been growing quickly. It's critical for us to keep issue incidence below an acceptable threshold and become aware of any spikes. It's like if we see an iOS crash report in Sentry, but for our AI capabilities.

Spiral logo

Spiral

Danny Aziz

GM of Spiral at Every

The slack messages I get every day are brilliant. I can’t live without them now. Being able to see the top 5 issues from the last 24 hours go into the product and actually understand the chat and trace is just super helpful.

Raindrop is Sentry for AI agents. It's helped us find hidden issues and discover use cases that are directly shaping our engineering roadmap. Every day on my way to the office, I check the notification to see issues and that impacts what I prioritize.

Pricing

Get started with a free trial. Upgrade as you grow.

$65/mo

$0.001 / interaction

  • Issue Detection
  • Slack Notifications
  • Signals (Thumbs Up/Down)
  • Search
  • User Tracking

Pro

$350/mo

$0.0007 / interaction

  • Everything in Starter
  • Deep Research
  • Experimentation Platform
  • Topic Clustering
  • Custom Topics/Issues
  • Tracing
  • Semantic Search

Enterprise

Contact Us

Custom Pricing

  • Everything in Pro
  • Custom Alerts
  • Custom Integrations
  • SSO Login
  • Edge‑PII Redaction
  • Priority Support
  • SLA Guarantees

Have special requirements or need a custom deployment? Get in touch with our team.

IT'S REALLY EASY TO INTEGRATE

Just 2 lines and you're done. (or no-code if you use Segment)