Live data observability

Know your data broke
before your CEO does.

Data Observ watches your warehouses and platforms for stale tables, schema drift, volume anomalies, runaway cloud spend, and cloud security posture - and tells you the moment something breaks.

No signup - a real read-only account with live warehouse metrics, costs & anomalies

15 metrics / table·83+ checks·Z-score anomaly detection·from $1 / table
Works with
SnowflakeSnowflake
PostgreSQLPostgreSQL
ClickHouseClickHouse
SupabaseSupabase
AWSAWS
AzureAzureSoon
GCPGCPSoon
Same pricing everywhere - free up to 3 tables, then from $1 / table / month across every warehouse & platform.

The five pillars of data observability

Every table you monitor is watched across all five dimensions - automatically, on every pipeline cycle.

Freshness

Track data recency and update patterns

Volume

Monitor data volume changes and anomalies

Distribution

Analyze data distribution and statistical patterns

Schema

Detect schema changes and evolution

Lineage

Visualize data flow and dependencies

Connect your warehouse

Live on Snowflake, PostgreSQL & ClickHouse today. Every major SQL warehouse, database & query engine coming soon.

SnowflakeSnowflakeAvailable
MySQL
SQL ServerSQL Server
OracleOracle
MariaDB
IBM Db2IBM Db2
SAP HANA
CockroachDB
YugabyteDBYugabyteDB
TiDBTiDB
SingleStoreSingleStore
Amazon AuroraAmazon Aurora
BigQuery
Redshift
Databricks
Azure SynapseAzure Synapse
Azure Data ExplorerAzure Data Explorer
FireboltFirebolt
Teradata
VerticaVertica
GreenplumGreenplum
DuckDB
MotherDuckMotherDuck
YellowbrickYellowbrick
MaterializeMaterialize
TimeplusTimeplus
Apache Druid
Apache PinotApache Pinot
Apache Hive
Apache Kylin
Trino
Presto
StarburstStarburst
Amazon AthenaAmazon Athena

Snowflake is live today - the rest are on the roadmap, prioritized by demand. We connect read-only and observe through each warehouse's own catalog & SQL, so there's nothing to install.

Monitoring & quality checks

Core metrics computed automatically every cycle, plus 80+ checks you configure per table and column.

Automated monitoring

Runs on every pipeline cycle - no configuration needed.

Row Count & Volume

Z-score anomaly detection on table size

Data Freshness

Staleness detection with sensitivity tuning

Schema Changes

Column additions, removals, type changes

Storage Metrics

Table size growth and compression tracking

Cost & Billing

Warehouse compute credits and storage costs

Query History

Query patterns, spilling, and lineage inference

Column Profiling

Nulls, distinct counts, min/max, distributions

Table-level checks

27
Row Count RangeExact Row CountCross-Table Row CountColumn CountRequired ColumnsExact Column SetColumn Order MatchRecent DataExpression Is TrueComposite UniquenessColumn A > Column BColumn Pair EqualRow-Level UniquenessMulti-Column SumCustom SQLVolume AnomaliesFreshness AnomaliesDimension AnomaliesAll Columns AnomaliesSchema ChangesSchema Baseline DiffFreshness SLACross-Table AggregationUnique Column ComboEqual Row CountFewer Rows ThanNo Overlapping Ranges

Column-level checks

33
Not NullUniqueAccepted ValuesRelationshipsValue RangeRegex MatchString Length RangeMean RangeMedian RangeStd Dev RangeSum RangeMin Value RangeMax Value RangeDistinct Count RangeNull Count RangeUnique RateZ-Score OutliersDistribution DriftMonotonic IncreasingMonotonic DecreasingParseable DatesValid JSONColumn ExistsRecencyAt Least OneNot ConstantNot Empty StringSequential ValuesNot Null ProportionConditional RelationshipsCardinality EqualityAccepted RangeMost Common Value

Simple, per-table pricing

Start free with 3 tables. Scale as your warehouse grows.

PlanPriceUsersTablesFeatures
Basic
$013
  • Monitor up to 3 tables
  • 15 default metrics automatically computed for every table
  • 30 days data retention
  • Slack & email alerts
  • Community support
Team
Popular
$1/table/month20Unlimited
  • Everything in Basic, plus:
  • Monitor unlimited tables
  • 60 days data retention
  • Slack & email alerts
  • Priority support
Enterprise
$2/table/monthUnlimitedUnlimited
  • Everything in Team, plus:
  • 90 days data retention
  • Single Sign-On
  • Custom integrations
  • Jira & PagerDuty integration
  • Custom roles
  • Dedicated account manager

Ready to see what your data is doing?

Start monitoring your warehouse in minutes - free for your first 3 tables, no credit card required.

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