Data InfrastructureThat Just Works

Stop fire-fighting data pipeline issues and cost overruns. Aim automatically monitors your entire data stack and alerts you to problems before they impact your business users.

Data Engineering Dashboard Preview

Alex Chen
Data Engineering Lead
Pipeline Reliability
99.8%
↗ 0.1%
Snowflake
O2
Aim

Aim Insight: Usage spike detected - consider optimizing top queries or scaling compute.

Data updated 2 min ago

Data Team Pain Points

Pipeline Blindness

Data breaks silently and teams don't know until business reports are wrong

Cost Explosion

Data warehouse bills skyrocketing without visibility into what's driving costs

Quality Unknown

No systematic way to measure and track data quality across systems

Team Bottleneck

Data team overwhelmed with ad-hoc requests and fire-fighting

Monitor Your Entire Data Stack

From source to consumption, Aim provides end-to-end visibility into your data infrastructure.

Sources

APIs
Databases
SaaS Tools
Event Streams

Ingestion

Fivetran
Stitch
Airbyte
Custom ETL

Storage

Snowflake
BigQuery
Databricks
S3

Transform

DBT
Spark
Airflow
SQL

Serve

Looker
Tableau
APIs
ML Models

Monitor

Aim
Monte Carlo
Great Expectations
Custom

Comprehensive Data Observability

Track every aspect of your data operations with AI-powered anomaly detection and insights.

Pipeline Health

  • Uptime %
  • Success Rate
  • Latency
  • Error Rate

Data Quality

  • Completeness
  • Accuracy
  • Consistency
  • Timeliness

Performance

  • Query Speed
  • Throughput
  • Resource Usage
  • Cache Hit Rate

Usage & Value

  • Dashboard Views
  • Query Volume
  • User Adoption
  • Business Impact

KPIs by Data Role

From infrastructure reliability to analytics adoption, track the metrics that matter for your data role.

Chief Data Officer

Data Quality Score
Great Expectations | Monte Carlo | Snowflake
Data Infrastructure ROI
Snowflake | DBT | AWS Cost Explorer
Self-Service Adoption
Looker | Tableau | Mode Analytics

Data Engineering Manager

Pipeline Uptime
Airflow | DBT | Snowflake
Data Freshness SLA
Monte Carlo | Snowflake | DBT
Infrastructure Cost per GB
Snowflake | AWS | Databricks

Senior Data Engineer

Query Performance
Snowflake | BigQuery | Databricks
Pipeline Success Rate
Airflow | DBT | Prefect
Data Lineage Coverage
DBT | DataHub | Apache Atlas

Analytics Engineer

Model Build Time
DBT | Snowflake | BigQuery
Test Coverage
DBT | Great Expectations | Snowflake
Dashboard Usage
Looker | Tableau | Metabase

Modern Data Observability

Move beyond basic monitoring to intelligent observability that predicts and prevents data issues.

Predictive Alerting

AI detects anomalies and predicts failures before they impact users

Smart Cost Optimization

Automatic recommendations to optimize query performance and reduce costs

Impact Analysis

Understand downstream impact when data quality issues occur

Connects to Your Data Stack

Native integrations with the modern data tools your team uses to build and maintain pipelines.

Snowflake
DBT
Airflow
Databricks

+ BigQuery, Redshift, Fivetran, Looker, Tableau, Great Expectations, Monte Carlo, and more

Ready for Proactive Data Operations?

Join the beta and transform your data team from reactive fire-fighting to proactive optimization.

Get Early Access