Sifflet
SiffletExternal reviews
52 reviews
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External reviews are not included in the AWS star rating for the product.
Smart Anomaly Detection with Key Improvements Needed
What do you like best about the product?
I like that Sifflet learns from past data trends to predict what is normal and identifies what should be classified as an incident. This feature is really helpful because we only get alerts if the data behaves differently than it did in the past, reducing the noise and allowing us to focus on real problems.
What do you dislike about the product?
I can't bulk edit the tags and it would be nice to have more options to edit several monitors at the same time. At the moment these are very limited. It took some time and there were a lot of features not available at the beginning but the product has evolved a lot since we started using it.
What problems is the product solving and how is that benefiting you?
I use Sifflet to monitor my dbt pipeline for anomalies. It saves me from checking models individually as it highlights incidents, catching bugs like missing data. It also learns from data trends to predict normal behavior and reduce alert noise, helping focus on real issues.
Empowers Business Users and improve trust in your data
What do you like best about the product?
I like the easiness to create monitors even for business users.
What do you dislike about the product?
Some connectors are not very mature yet and it can have impacts on root cause analysis (lineage)
What problems is the product solving and how is that benefiting you?
Sifflet helps detect data quality issues and sends alerts. I like the easiness to create monitors even for business users.
Proactive Data Monitoring, Minimal Disruptions
What do you like best about the product?
I use Sifflet to monitor data pipelines and table quality. Since bringing in Sifflet, we've been able to move away from constant firefighting. It helps us catch issues before they snowball, and because we have clear ownership across our pipelines, we aren't wasting time guessing who to pull in or how big the impact is. It's basically more signal, less noise. The setup was quick and facilitated by the Sifflet support team.
What do you dislike about the product?
Nothing in mind.
What problems is the product solving and how is that benefiting you?
I use Sifflet to monitor data pipelines and table quality, helping us to stop constant firefighting and catch issues early. It ensures clear ownership and signaling in our processes.
Detect Data Issues Sooner and Speed Up Triage with Sifflet
What do you like best about the product?
Sifflet allows us to detect data issues sooner and quickly understand their impact, cutting through noise and speeding up triage.
What do you dislike about the product?
Not much, it is overall a great product.
What problems is the product solving and how is that benefiting you?
Finding the relationships between different data sources and downstream dependants on it
Finally Gained Executive-Level Trust in Our Data
What do you like best about the product?
As a CEO, I don’t need to see raw tables. I need confidence. Sifflet gives a clear, high-level view of whether our data can be trusted before it reaches leadership reports. The dashboards are easy to understand, and alerts surface issues before they affect business decisions. It bridges the gap between technical teams and executives extremely well.
What do you dislike about the product?
Some advanced configuration options still require engineering involvement. For executives, a few more out-of-the-box summaries would make adoption even smoother.
What problems is the product solving and how is that benefiting you?
Before Sifflet, I often questioned numbers during reviews—not because the team was careless, but because data issues surfaced too late. With Sifflet, we know the health of our data pipelines in advance. This has improved confidence in KPIs, reduced last-minute reporting delays, and allowed leadership to focus on strategy instead of data validation.
Powerful Multi-Dimensional Machine Learning Monitoring
What do you like best about the product?
Multi-dimensional machine learning monitors
What do you dislike about the product?
needs too much data knowledge - not friendly enough for non-tech users
What problems is the product solving and how is that benefiting you?
Alerting fast on data quality problems and business kpis weird behaviors
Outstanding Data Observability with Seamless Alerts
What do you like best about the product?
I use Sifflet for data maintenance and observability, and I find it particularly valuable for detecting problems like tracking day-by-day traffic to see if recent changes had a negative impact and notifications on fraud. I like that we have alerts on Slack which can be seen not only by the data team, so people concerned can start taking action to solve problems. I remember the initial setup being quick, and we were helped a lot by their team.
What do you dislike about the product?
Nothing to report here
What problems is the product solving and how is that benefiting you?
I use Sifflet for data maintenance and observability, detecting problems like traffic impact and fraud, and the alerts on Slack help everyone concerned take action promptly.
Ease of Use, Efficient Data Monitor
What do you like best about the product?
I like the simplicity of Sifflet and the fact that it is easy to configure. I also appreciate that the monitors are easy to access and set up, which allows for monitoring if data is suddenly lost.
What do you dislike about the product?
nothing
What problems is the product solving and how is that benefiting you?
I use Sifflet to monitor the tracking differences of our clients' positions and quickly check if we are suddenly losing data, which is easy to set up.
Sifflet: Slick UI and Seamless Enterprise Integrations
What do you like best about the product?
I like Sifflet's nice and slick UI, as it's not easy to master a tool like this. I also appreciate that enterprise integrations are working well; it seems like it has all the essentials baked-in, like SSO. It's a very smooth experience overall. From a user perspective, the initial setup was very easy and just works.
What do you dislike about the product?
Maybe marketing is a bit too pushy
What problems is the product solving and how is that benefiting you?
Sifflet helps with data ownership, stewardship, and governance. I occasionally use it to understand data lineage.
Practical Addon, but Slow Support
What do you like best about the product?
I like the fact that the Sifflet web addon allows easy access to information from Power BI. It is directly available, which means I don't need to access a new platform, as it opens directly with Power BI.
What do you dislike about the product?
Things that sometimes seem basic do not work very well. Support is very slow, sometimes taking several months to get a fix. Easy to initialize, but clearly buggy in certain areas.
What problems is the product solving and how is that benefiting you?
I use Sifflet for the centralization and access to knowledge in data governance. The web addon is convenient because it is available directly in PowerBI without requiring a new platform.
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