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Agent Analytics

For teams making decisions about their AI agents

Your agent is live in production.Is it actually doing its job?

You know your agents are running. You have no idea if they're completing tasks.

Free tier · Real-time fleet visibility · Works with any agent framework

Building in production with teams like these

Scaler
Grapevine
Mem0
Samora
Why Syrin

Performance, not just uptime.

Without Syrin
With Syrin

Uptime dashboards say everything is green. Agents are quietly underperforming.

Task completion rate tracked per agent, in real time, not at end of week.

Your "agent dashboard" is a Notion page updated on Fridays.

Live fleet health across all agents, frameworks, and environments in one view.

You know compute cost. You have no idea what each successful task costs.

Cost-per-outcome tracked automatically. Optimize with data, not intuition.

Investigating a degrading agent takes days of manual log review.

Degrading agents surface automatically with trend alerts, in under 5 minutes.

No credit card required · Free tier · Setup in 2 minutes

What Gets Measured

Every dimension of agent performance.

One SDK. Eight analytics surfaces. Zero manual instrumentation.

Latency
p50 / p95 / p99 response time
Time-to-first-token
Slowdown trends over time
Tool Calls
Call frequency per tool
Success & failure rate
Most-used vs. wasted tools
Cost
Cost per task completion
Cost per session
Model spend breakdown
User Sessions
Session count & duration
Task completion rate
Drop-off points
User Analytics
Usage patterns by cohort
Power users vs. churned
Input distribution
Agent Identity
Per-agent health score
Cross-agent comparison
Regression by deploy
Business Analytics
Tasks automated per day
ROI per agent
Automation rate trend
Drift Analytics
Goal deviation score
Semantic drift over time
Drift frequency by input type

All metrics collected automatically. No custom tracking code required.

60%
of engineering time wasted on things analytics would catch

Teams running AI agents in production spend more than half their time investigating problems that a proper analytics layer would surface in under 5 minutes.

The Problem

Flying blind on your biggest AI bet.

1

Uptime ≠ performance

Your agents are "up" by every metric you're measuring. They're responding. They're not throwing errors. They're also quietly underperforming, and you have no way to see it.

2

No unit economics for agents

You know your compute costs. You have no idea what it costs per successful task completion. You have no idea if that number is going up or down.

3

Fleet visibility is a spreadsheet

Your current agent dashboard is someone's Notion page updated every Friday. By Monday, half the data is stale. There is no real-time view of your entire fleet.

You would never ship a product feature without analytics. You are running an AI fleet without a single KPI.

You can't optimize what you can't measure. Your fleet has been running without a KPI long enough.

Get your analytics dashboard
The Bigger Picture

Nobody's measuring yet. You can be first.

We spent a decade building analytics for software: MAU, error rate, p99 latency. Those metrics made sense for code that does what it's told.

An agent that returns an answer is not the same as an agent that completes the task. Only analytics can tell you the difference.

Live demo
fleet analytics - last 30 dayslive
Task completion
94.2%+3.1%
Avg latency
1.8s−0.4s
Cost / task
$0.003−18%
Drift incidents
0clean
Task completions - last 12 weeks
Week 1Week 6Week 12
Agent health
research-agenthealthy
write-agenthealthy
email-agentdegraded
data-agenthealthy
code-reviewerhealthy
summarizercritical

The data to answer your CFO's question already exists. You just need to collect it.

How It Works

Instrument once. Measure everything.

01

Connect your fleet - nothing changes in your code

The Syrin SDK captures task start, end, success, failure, cost, and latency for every agent automatically. Zero manual tracking. Zero custom instrumentation.

02

Define what a completed task means for your agents

Set simple completion criteria per agent type. Syrin then tracks task completion rate - not just execution rate. That distinction is everything when you're explaining AI ROI to your leadership.

03

See your whole fleet on one live dashboard

Every agent, every environment, every performance trend - updated in real time. The kind of dashboard you'd actually put on a TV in your office, not a Notion doc updated on Fridays.

Not ready for Agent Analytics yet?

Tell us what's missing.

Share your exact situation. If you need something we haven't built for Agent Analytics, tell us - we'll build it or show you a solution today.

Share your situation - we read every response

No spam. We respond personally, not with an autoresponder.

Book 20 min with our team

No sales deck. No pitch. We get on a call, understand your agent setup, and either show you how Syrin solves it right now - or take your problem back to our engineers and build it.

Book a free call

We have shipped features in <2 weeks after a single user call. If your problem is real and affects other teams running agents in production, it goes on our roadmap - and you'll be the first to use it.

What Changes

From gut feel to hard numbers.

5min
to spot a degrading agent

What used to take days of manual log review now surfaces automatically with trend alerts.

1
dashboard for your whole fleet

Every agent, every environment, every metric, in one place. No more Notion pages.

40%
reduction in wasted engineering time

Teams with analytics stop investigating problems that never existed, and catch the ones that do, faster.

Real-time
cost-per-outcome tracking

Know exactly what each successful task costs. Optimize intelligently instead of cutting blindly.

Your fleet is live. How's it doing?

Get the dashboard that finally answers that question.

No credit card required · Free tier · Open-source SDK · Setup in 2 minutes

Data Ownership

Your data stays yours.

Connect your own DB, or self-host entirely. We never lock your data.

Bring Your Own DB

Postgres or ClickHouse

Data Never Leaves Infra

Zero cross-border transfers

Open-Source SDK

Fully auditable

Self-Host Nexus

Your cloud, our software

Syrin Cloud

Zero setup. We handle storage.

Encrypted at restSOC 2 (in progress)GDPR compliantDelete on request
Your Infrastructure

Attach your DB. Data stays put.

Postgres / ClickHouseSelf-host NexusZero data to SyrinExport anytime