BUILT-IN SECURITY

Simply Secure

Sifflet makes no compromises when it comes to ensuring your security, risk mitigation, and compliance. 

Sifflet dashboard features overview

Least Privilege Policies

Sifflet helps you manage who can access what data. It features RBAC principles to grant or restrict access based on a user’s role in the organization, rather than managing individual permissions. 

A No Data Storage Approach

Our approach eliminates persistent data storage, with transient data handling and ephemeral computing principles. 

State of the Art Isolation

Sifflet uses single tenancy architecture, so each and every client benefits from a dedicated and isolated instance of our tooling, infrastructure, and associated resources.

ENSURE

Product Security 

Sifflet gives you peace of mind with tools to keep access to your environment protected.

  • SaaS or self-hosted deployment
  • Cross-IdP SSO support
  • RBAC
Sifflet dashboard features overview
ISOLATE

Platform Security 

Security at the platform level to keep each and every client safe.

  • Single tenancy architecture for state of the art isolation
  • No data alteration and least privilege policy
  • No data storage approach
Sifflet dashboard features overview
PROTECT

Compliance Certifications

Your data’s sensitive. Sifflet is certified compliant across a range of standards.

  • SOC 2
  • ISO 27001
  • GDPR
  • HIPAA
Compliance certifications badge
TEAMS

Strong Protection

Built for Everyone

Benefit from peace of mind that your sensitive data is safe and your business mitigates risk by remaining compliant.

Data Users

Enhance customer trust with tools that secure data and help your business align with regulatory and compliance requirements.

Data Engineers

Keep specific data pipelines and storage systems confidential and protect critical data assets from manipulation.

Data Leaders

Avoid legal issues, financial penalties and reputational damage associated with data mishandling, or unauthorized data access and breaches.

Need strong data protection?

Benefit from peace of mind that your sensitive data is safe and your business mitigates risk by remaining compliant.

Sifflet’s AI Helps Us Focus on What Moves the Business

What impressed us most about Sifflet’s AI-native approach is how seamlessly it adapts to our data landscape — without needing constant tuning. The system learns patterns across our workflows and flags what matters, not just what’s noisy. It’s made our team faster and more focused, especially as we scale analytics across the business.

Simoh-Mohamed Labdoui
Head of Data
"Enabler of Cross Platform Data Storytelling"

"Sifflet has been a game-changer for our organization, providing full visibility of data lineage across multiple repositories and platforms. The ability to connect to various data sources ensures observability regardless of the platform, and the clean, intuitive UI makes setup effortless, even when uploading dbt manifest files via the API. Their documentation is concise and easy to follow, and their team's communication has been outstanding—quickly addressing issues, keeping us informed, and incorporating feedback. "

Callum O'Connor
Senior Analytics Engineer, The Adaptavist
"Building Harmony Between Data and Business With Sifflet"

"Sifflet serves as our key enabler in fostering a harmonious relationship with business teams. By proactively identifying and addressing potential issues before they escalate, we can shift the focus of our interactions from troubleshooting to driving meaningful value. This approach not only enhances collaboration but also ensures that our efforts are aligned with creating impactful outcomes for the organization."

Sophie Gallay
Data & Analytics Director, Etam
" Sifflet empowers our teams through Centralized Data Visibility"

"Having the visibility of our DBT transformations combined with full end-to-end data lineage in one central place in Sifflet is so powerful for giving our data teams confidence in our data, helping to diagnose data quality issues and unlocking an effective data mesh for us at BBC Studios"

Ross Gaskell
Software engineering manager, BBC Studios
"Sifflet allows us to find and trust our data"

"Sifflet has transformed our data observability management at Carrefour Links. Thanks to Sifflet's proactive monitoring, we can identify and resolve potential issues before they impact our operations. Additionally, the simplified access to data enables our teams to collaborate more effectively."

Mehdi Labassi
CTO, Carrefour Links
"A core component of our data strategy and transformation"

"Using Sifflet has helped us move much more quickly because we no longer experience the pain of constantly going back and fixing issues two, three, or four times."

Sami Rahman
Director of Data, Hypebeast

Frequently asked questions

What is Flow Stopper and how does it help with data pipeline monitoring?
Flow Stopper is a powerful feature in Sifflet's observability platform that allows you to pause vulnerable pipelines at the orchestration layer before issues reach production. It helps with proactive data pipeline monitoring by catching anomalies early and preventing downstream damage to your data systems.
How did implementing a data observability platform impact Hypebeast’s operations?
After adopting Sifflet’s observability platform, Hypebeast saw a 204% improvement in data quality, a 178% increase in data product delivery, and a 75% boost in ad hoc request speed. These gains translated into faster, more reliable insights and better collaboration across departments.
Why is data observability becoming essential for modern data teams?
As data pipelines grow more complex, data observability provides the visibility needed to monitor and troubleshoot issues across the full stack. By adopting a robust observability platform, teams can detect anomalies, ensure SLA compliance, and maintain data reliability without relying on manual checks or reactive fixes.
What future observability goals has Carrefour set?
Looking ahead, Carrefour plans to expand monitoring to more than 1,500 tables, integrate AI-driven anomaly detection, and implement data contracts and SLA monitoring to further strengthen data governance and accountability.
Can Sifflet help me monitor data drift and anomalies beyond what dbt offers?
Absolutely! While dbt is fantastic for defining tests, Sifflet takes it further with advanced data drift detection and anomaly detection. Our platform uses intelligent monitoring templates that adapt to your data’s behavior, so you can spot unexpected changes like missing rows or unusual values without setting manual thresholds.
What role does containerization play in data observability?
Containerization enhances data observability by enabling consistent and isolated environments, which simplifies telemetry instrumentation and anomaly detection. It also supports better root cause analysis when issues arise in distributed systems or microservices architectures.
Why should organizations shift from firefighting to fire prevention in their data operations?
Shifting to fire prevention means proactively addressing data health issues before they impact users. By leveraging data lineage and observability tools, teams can perform impact assessments, monitor data quality, and implement preventive strategies that reduce downtime and improve SLA compliance.
Is it hard to set up the Sifflet and ServiceNow integration?
Not at all! It only takes a few minutes to get started. Just follow our step-by-step integration guide, and you’ll be ready to connect your data observability alerts directly to ServiceNow in no time.
Still have questions?