Sifflet %%vs%% Metaplane

See How Leading Teams Prevent Failures, Accelerate Analytics, And Turn Observability Into Business Value.

Business impact in context, not just anomalies
Faster root cause with lineage, change history and AI guidance
End-to-end monitoring coverage that adapts as pipelines evolve

Don't Just See Where It Breaks, %%Know%% Why !

Pipeline Monitoring
Data Observability

3 Reasons Teams Switch from Metaplane to %%Sifflet%%

Business Impact
Built In

Sifflet connects anomalies to lineage and business context. Issues get prioritized by downstream impact, not alert volume.

Root Cause in Minutes, Not Hours

Lineage, queries, logs, and change history are linked automatically. Root cause becomes visible without dashboard hunting.

Make Data Reliable for Every Stakeholder

Reliability becomes visible to both technical and business users, with a shared view of health, ownership, and impact.

Move From Reactive Alerts To %%Proactive%% AI Agents

Turn Raw Data Into Trusted Insights
Detects anomalies across the entire data stack
Combines OOTB checks, SQL rules, and NLP monitor creation
Predicts failures before they hit production
Prioritize What Drives Business Value
Alerts tied to business impact and usage
Highlights critical data for analytics & AI
Connects data health to dashboards & KPIs
Fix Issues Before They Spread
Automated RCA with health-aware lineage
Instantly identifies upstream root causes
Real-time collaboration via Insights extension
Empower Every Team — Not Just Engineers
Adaptive UX for tech & business users
Full catalog with glossary & usage tracking
Scales across large, distributed teams

Ready to Choose Between
Sifflet and Monte Carlo?

Both platforms detect anomalies. Sifflet adds business context, impact analysis, and faster root cause workflows - built for teams scaling modern data stacks.

Book a Demo

Scale Monitoring Without %%Without%% Scaling Headcount

Simoh-Mohamed Labdoui
Head of Data

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.

Callum O'Connor
Senior Analytics Engineer, The Adaptavist

"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. "

Sophie Gallay
Data & Analytics Director, Etam

"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."

Ross Gaskell
Software engineering manager, BBC Studios

"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"

Mehdi Labassi
CTO, Carrefour Links

"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."

Sami Rahman
Director of Data, Hypebeast

"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."

Boost %%Reliability%% And Turn Data Into Business Impact With

Enter the %%Proactive%% AI Era of Observability

Get a firsthand look at how Sifflet delivers proactive, intelligent data observability — built for the future.

Takes 30 minutes • No sales pitch • See it in action