Best Data Observability Software For Small Business

What is Datafold?

Datafold combines ETL tools into a powerful Data Consultancy which can be used by business analysts to extract the data they use, transform and load the data they need, and make meaningful and informed business decisions based on a trusted data source. DataFold has unique features such as auto ...

What is Telmai?

Telmai offers an efficient way of profiling and monitoring your data quality. With its no-code onboarding process, connecting to the data source and starting analysis is straightforward. In only a few minutes your schema is automatically detected and statistics across each data source is ...

What is Acceldata Flow?

Acceldata Flow is the key to data reliability across hybrid data lakes and warehouses. Ensure data is flowing to where it needs to be with observability and monitoring tools to proactively spot and fix problems that threaten performance. Get predictive analytics and insights to anticipate ...

What is IBM Databand?

IBM Databand monitors data pipelines and data quality across analytics and AI workloads, aimed at data engineers and platform teams who need to detect, triage and prevent incidents such as pipeline failures, delays and anomalous data changes. It tracks pipeline runs with task-level status and ...

What is Great Expectations?

Great Expectations is an open source data quality framework that lets teams declare expectations about a dataset, test against them automatically and act when they fail. Its Data Docs render results as readable reports and visualisations rather than raw test output, and Actions can be attached ...

What is DQOps?

DQOps covers data quality from initial profiling through automated checks to continuous observability. It ships more than 150 built-in checks across completeness, validity, consistency, accuracy and timeliness, proposes check configuration automatically, and detects volume changes, schema drift ...

What is Elementary Data?

Elementary Data is a data observability and governance platform built around dbt, combining quality monitoring, metadata management and incident response. It monitors pipelines with ML-based anomaly detection, tracks column-level lineage from ingestion through BI, and groups related failures ...

What is Soda?

Soda is a data quality platform used by data engineers and analytics engineers who need to monitor and validate pipelines in modern data stacks built on tools like dbt, Airflow, Snowflake, or BigQuery. It lets teams write data quality checks as code and embed them directly into ingestion and ...

What is Data Oculus?

Data Oculus is a data observability platform that provides real-time, 360-degree visibility into data assets. Users can create, share, and monitor data contracts and manage multiple contracts from a single interface.

What is Bigeye?

Bigeye is a data observability platform that monitors over 50 data quality metrics and detects anomalies automatically. It deploys in under 15 minutes, is SOC2 compliant, and does not duplicate or export data, keeping sensitive information within the source environment.

What is decube?

Decube is a data quality assurance platform that identifies discrepancies between staging and production data and flags them for resolution. It includes a data cataloging system with rich metadata to improve data discovery and help teams maintain a single source of truth.

What is Metaplane?

Metaplane is a modern data era automated warehouse-to-BI lineage solution that enables businesses to gain peace-of-mind. With its quick 30 minute lifespan, organizations monitor their entire warehouse processes and identify downstream impact for complete observability. Trust in data accuracy ...

What is Masthead?

Masthead Data presents an advanced data safety solution that facilitates rapid recognition of anomalies within Google BigQuery. The platform uses Artificial Intelligence to inspect and monitor BigQuery for data modifications or unexpected outcomes. Using Masthead, it is possible for companies ...