Security and Privacy
Security highlights
Our product is designed with security and compliance in mind.
- Elementary Cloud does not have read access to raw data in your data warehouse.
- Elementary Cloud only extracts and stores metadata, logs and aggregated metrics.
- All data is encrypted at rest and in transit using industry standard protocols.
- Elementary uses service accounts or authentication tokens with granular and minimal permissions.
- Elementary offers deployment options with no direct access from Elementary Cloud to your data warehouse and third-party tools.
SOC 2 certification: Elementary Cloud is SOC2 type II certified!
If you are interested in advanced authentication such as MFA, Okta SSO, Microsoft AD - please contact us at cloud@elementary-data.com
Security principals
Elementary Cloud is designed with the core principle of least privilege.
Our cloud service does not require permissions to access the customer data.
Therefore, we instruct our customers to create a dedicated role for Elementary with read only access only to the Elementary schema in your data warehouse.
As long as you follow the onboarding process instructions, it will be impossible for Elementary Cloud to read data from your warehouse that does not reside in the Elementary schema. This ensures that Elementary cloud will not mistakenly access your data, and minimizes the risk in case of a data breach. Our product and architecture are always evolving, but our commitment to secure design always remains.
How it works?
- You install the Elementary dbt package in your dbt project and configure it to write to it’s own schema, the Elementary schema.
- The package writes test results, run results, logs and metadata to the Elementary schema.
- The cloud service only requires
read accessto the Elementary schema, not to schemas where your sensitive data is stored. - The cloud service connects to sync the Elementary schema using an encrypted connection and a static IP address that you will need to add to your allowlist.
What information does Elementary collect?
Elementary collects and stores metadata, aggregated metrics and logs. The collected information is detailed in the table below.
You can see all the data that Elementary collects and stores in your local Elementary schema.
In general, Elementary does not collect any raw data. The only exception is the failed rows sample (stored in table test_results_samples) which can be disabled.
This is an opt-out feature that shows a sample of a few raw failed rows for failed tests, to help users triage and understand the problem.
To avoid this sampling, set the var test_sample_row_count: 0 in your dbt_project.yml (default is 5 sample rows).
| Information | Details | Usage |
|---|---|---|
| Metadata | Table names, column names and types, names of BI dashboards, query code of tables, etc. | Present data issues with context, such as data lineage (dependencies). |
| Configuration | Technical configuration of how tables and tests should be executed, and configuration such as owners, descriptions, tags, etc. | Add context to data reliability issues and alerts for fast resolution. |
| Run results | Run results of tests and pipelines, including run time, errors, invocation origin, etc. | Alert on data reliability issues and identify performance bottle necks. |
| Query logs | Executed queries and their metadata such as user performing the query, resources, run time, etc. | Track usage to help troubleshooting and optimizing resources usage. |
| Table metrics | Row count, last modification time, size, and similar table-level metrics. | Monitor volume, freshness and similar data reliability factors. |
| Aggregated metrics | Opt-in collection of aggregated statistics on data in selected field and tables. For example: null rates, uniqueness rate, distribution of values, and other similar metrics. | Monitor data reliability using anomaly detection on the collected metrics. |
| Failed rows sample | Opt-out collection of small sample of raw rows or values that have a data reliability issue. These are attached to the issue for troubleshooting. | Enable users to quickly understand and investigate data issues. Users can opt-out completely or exclude specific tables, limit the sample size and limit the retention of samples. |
Secrets and encryption
- Tokens and credentials - For customer secrets (tokens and credentials) we use AWS Secrets Manager. Secrets Manager uses envelope encryption with AWS KMS keys and data keys to protect each secret value. Whenever the secret value in a secret changes, Secrets Manager generates a new data key to protect it. The data key is encrypted under a KMS key and stored in the metadata of the secret. See this link for more details.
- Customer data (Elementary schema replica) - The synced customer data is encrypted at rest using server-side encryption (AES-256).
- Network connections - All connections to Elementary Cloud are encrypted by default, in both directions using modern ciphers and cryptographic systems. We encrypt in transit utilizing TLS 1.2. Any attempt to connect over HTTP is redirected to HTTPS.
Compliance
SOC 2 certification: Elementary Cloud is SOC2 type II certified!
Contact us at legal@elementary-data.com for auditing reports and penetration testing results.
Privacy and data protection
We continuously implement evolving privacy and data protection processes, procedures, and best practices. For more information, see our Data Protection Agreement.
Contact us at legal@elementary-data.com if you need us to review and sign your company’s DPA and MNDA.
Have more questions?
We would be happy to answer! Reach out to us on email or Slack.