Stop Pipeline Breaks Before They Happen

AI-powered monitoring catches schema changes and stale data in minutes—not hours. No sales calls, no enterprise pricing.

✓ Free to start • ✓ 5-minute setup • ✓ No credit card required

Schema Change Detection Dashboard

You're Not Alone

Data teams waste 15+ hours/week firefighting issues that could be caught automatically

Schema changes break pipelines overnight
Stakeholders find stale data before you do
Hours wasted debugging pipeline failures
Enterprise tools cost $2K+/month
94%
schema breaks caught
12hrs/week
time saved
5 min
to first alert

* Based on internal testing and early user feedback

Trusted by Data Teams

Caught a breaking schema change 3 hours before our pipeline ran. Paid for itself in week one.

SC
Sarah Chen
VelocityPay

No sales calls, no contracts. Up and running in 10 minutes.

MR
Marcus Rodriguez
StreamOps

Saves me 15+ hours a week. I find issues before stakeholders do.

PP
Priya Patel
CartFlow

Used by data teams at

VelocityPay
StreamOps
CartFlow
DataThread
PulseMetrics
NexusData

How AnomalyArmor Protects Your Data Pipelines

Two core capabilities that prevent 94% of data pipeline failures

Schema Change Detection

Catch breaking changes before your pipeline runs. AI-powered impact analysis shows exactly which models and dashboards are affected.

  • Instant alerts on column changes
  • Downstream impact analysis
  • Full change history
Schema Change Detection Dashboard

Freshness Monitoring

Know when data goes stale before stakeholders notice. Custom SLAs per table with smart alerting that learns your patterns.

  • Custom SLAs per table
  • AI reduces false positives
  • Slack, email, or webhook alerts
Freshness Status
orders_factFresh
Last updated: 5 minutes ago
user_eventsWarning
Last updated: 4 hours ago (SLA: 6h)
customer_dimFresh
Last updated: 2 hours ago

Start Monitoring in 5 Minutes

Connect your database and start catching issues before they break production

Start immediately

Connect and monitor in minutes

Free tier available

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Scale as you grow

From startup to enterprise

Support included

Get help when you need it

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No credit card • Free tier available

Frequently Asked Questions

Everything you need to know about AnomalyArmor

Similar AI-powered monitoring without the enterprise friction. No sales calls, transparent pricing at $99/month (vs $2K+), and 5-minute setup. Built for data teams at 50-500 person companies.

PostgreSQL, MySQL, Snowflake, Redshift, BigQuery, and Databricks. Need something else? Let us know and we'll prioritize it.

Under 5 minutes. Connect with read-only credentials, select tables to monitor, set freshness SLAs. AnomalyArmor automatically learns your schema and patterns.

Yes. Read-only access only. We never store your actual data—just metadata (schemas, timestamps, row counts). SOC2 Type II compliant. All data encrypted in transit and at rest.

Still have questions?

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Enterprise Features, Startup Price

AI-powered monitoring without the sales calls or enterprise contracts

Enterprise Tools
(Monte Carlo, Bigeye, etc)
Homegrown
(dbt tests, custom scripts)
AnomalyArmor
Pricing$2,000+/moFree*$99/mo
Setup time3+ weeksWeeks5 minutes
AI-poweredYesNoYes
MaintenanceLowHighNone

*Homegrown solutions are "free" but require engineering hours to build and maintain