Linear

Fast, opinionated issue tracking with AI for engineering teams

Databricks (Mosaic AI)

Unified data and AI lakehouse platform for enterprise-scale machine learning

Linear

Moderate

16/25

Databricks (Mosaic AI)

Excellent

22/25

Score Breakdown

DimensionLinearDatabricks (Mosaic AI)

Data Residency

Where is your data stored and processed?

Linear: EU data residency available (AWS eu-west-1); clearly documented and configurable at workspace level

Databricks (Mosaic AI): Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure

4/5

EU data residency available (AWS eu-west-1); clearly documented and configurable at workspace level

5/5

Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure

Legal Jurisdiction

Which laws govern the company and your data?

Linear: US Delaware corporation despite Scandinavian founders; CLOUD Act applies; DPA and SCCs available

Databricks (Mosaic AI): US Delaware corporation subject to CLOUD Act; SCCs and DPAs available for EU/UK transfers

2/5

US Delaware corporation despite Scandinavian founders; CLOUD Act applies; DPA and SCCs available

2/5

US Delaware corporation subject to CLOUD Act; SCCs and DPAs available for EU/UK transfers

Data Retention & Training

Is your data used for model training?

Linear: No training on customer data; OpenAI zero-retention API used for AI features; customer-controlled retention

Databricks (Mosaic AI): Customer controls all data retention; Databricks has no access to data stored in customer cloud accounts

4/5

No training on customer data; OpenAI zero-retention API used for AI features; customer-controlled retention

5/5

Customer controls all data retention; Databricks has no access to data stored in customer cloud accounts

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

Linear: SOC 2 Type II certified; ISO 27001 not yet confirmed; strong security posture for its size

Databricks (Mosaic AI): SOC 2 Type II, ISO 27001/17/18, HIPAA, FedRAMP Moderate, PCI DSS, and HITRUST certified

3/5

SOC 2 Type II certified; ISO 27001 not yet confirmed; strong security posture for its size

5/5

SOC 2 Type II, ISO 27001/17/18, HIPAA, FedRAMP Moderate, PCI DSS, and HITRUST certified

Regulatory Fit

Suitability for regulated industries and professional services

Linear: Good for EU tech teams; EU residency option and SOC 2 support regulated use with appropriate DPA

Databricks (Mosaic AI): Purpose-built for regulated enterprise workloads; suitable for healthcare, financial services, and government

3/5

Good for EU tech teams; EU residency option and SOC 2 support regulated use with appropriate DPA

5/5

Purpose-built for regulated enterprise workloads; suitable for healthcare, financial services, and government

Total Score

16/25

22/25

Best For

Linear

Best for organisations requiring broad certification coverage (SOC 2 Type II, ISO 27001, ISO 27017); regulated industries (ICO, HHS); privacy-conscious teams who need strong data retention controls; organisations that need self-hosted or on-premise deployment.

Databricks (Mosaic AI)

Best for privacy-conscious teams who need strong data retention controls; teams on a tight budget.

Detailed Comparison

Databricks (Mosaic AI) vs Linear: Trust & Compliance Comparison

Databricks (Mosaic AI) (Databricks, US) scores 22/25 overall with a Gold (Excellent) trust badge. Unified data and AI lakehouse platform for enterprise-scale machine learning. Linear (Linear, US) scores 16/25 with a Bronze (Moderate) trust badge. Fast, opinionated issue tracking with AI for engineering teams.

Dimension-by-Dimension Breakdown

#### Data Residency

Databricks (Mosaic AI) leads with 5/5 vs 4/5.

●Databricks (Mosaic AI) (5/5): Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure

●Linear (4/5): EU data residency available (AWS eu-west-1); clearly documented and configurable at workspace level

#### Legal Jurisdiction

Both score equally at 2/5.

●Databricks (Mosaic AI) (2/5): US Delaware corporation subject to CLOUD Act; SCCs and DPAs available for EU/UK transfers

●Linear (2/5): US Delaware corporation despite Scandinavian founders; CLOUD Act applies; DPA and SCCs available

#### Data Retention & Training

Databricks (Mosaic AI) leads with 5/5 vs 4/5.

●Databricks (Mosaic AI) (5/5): Customer controls all data retention; Databricks has no access to data stored in customer cloud accounts

●Linear (4/5): No training on customer data; OpenAI zero-retention API used for AI features; customer-controlled retention

#### Certifications

Databricks (Mosaic AI) leads with 5/5 vs 3/5.

●Databricks (Mosaic AI) (5/5): SOC 2 Type II, ISO 27001/17/18, HIPAA, FedRAMP Moderate, PCI DSS, and HITRUST certified

●Linear (3/5): SOC 2 Type II certified; ISO 27001 not yet confirmed; strong security posture for its size

#### Regulatory Fit

Databricks (Mosaic AI) leads with 5/5 vs 3/5.

●Databricks (Mosaic AI) (5/5): Purpose-built for regulated enterprise workloads; suitable for healthcare, financial services, and government

●Linear (3/5): Good for EU tech teams; EU residency option and SOC 2 support regulated use with appropriate DPA

Certifications at a Glance

Certification	Databricks (Mosaic AI)	Linear
FedRAMP Moderate	Yes	No
HIPAA	Yes	No
HITRUST	Yes	No
ISO 27001	Yes	No
ISO 27017	Yes	No
ISO 27018	Yes	No
PCI DSS	Yes	No
SOC 2 Type II	Yes	Yes

Overall Verdict

Databricks (Mosaic AI) has a clear trust advantage, scoring 22/25 compared to Linear's 16/25. Databricks (Mosaic AI) particularly excels in data residency, data retention & training, certifications, regulatory fit.

Frequently Asked Questions

Which is better for EU compliance, Linear or Databricks (Mosaic AI)?

Linear has a TrustKit score of 16/25 while Databricks (Mosaic AI) scores 22/25. Databricks (Mosaic AI) currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Linear and Databricks (Mosaic AI) compare on data residency?

Linear scores 4/5 for data residency (EU data residency available (AWS eu-west-1); clearly documented and configurable at workspace level), while Databricks (Mosaic AI) scores 5/5 (Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure).

Are Linear and Databricks (Mosaic AI) GDPR compliant?

Both tools are assessed across five compliance dimensions. Linear has a regulatory fit score of 3/5 and Databricks (Mosaic AI) scores 5/5. Check the full comparison above for a detailed breakdown.

Explore Each Tool

Linear

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Databricks (Mosaic AI)

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