Sifflet
SiffletReviews from AWS customer
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Streamlined monitoring with clear incident tracking
What do you like best about the product?
The incident dashboard makes it easy to see which tables are failing and how quickly they’re resolved. Having freshness and volume monitors in one place saves me from juggling multiple tools. The alerts are immediate and help our data team act before business users even notice an issue.
What do you dislike about the product?
Would like more customization in how incident categories are grouped. Sometimes similar issues show up separately instead of being bundled.
What problems is the product solving and how is that benefiting you?
We no longer waste hours manually checking logs. Sifflet gives us a real-time pulse on data health, so issues are resolved faster and workflows stay on track.
Finally, a governance tool my team actually enjoys using
What do you like best about the product?
What stands out most is how approachable the tool is. Our analysts, who aren’t always technical, can actually follow the lineage graph without training. The alerting system flags freshness or compliance issues in near real time, which means I’m not spending my weekends chasing down missing data. It has also reduced the amount of back-and-forth between data engineering and governance because everyone can see the same view.
What do you dislike about the product?
Some of the advanced rule configurations could use clearer documentation, and the mobile experience is still limited for on-the-go monitoring.
What problems is the product solving and how is that benefiting you?
Sifflet has simplified how we run governance. Instead of discovering issues after reports go out, we’re catching them beforehand. Leadership has noticed the improvement in trust and accuracy, and my team is far less stressed.
Monitoring and uptime insights we can finally trust
What do you like best about the product?
Sifflet gives me a single dashboard where uptime, freshness, and incident tracking all come together. Instead of jumping between multiple tools, I can instantly see where issues are happening and take action. Alerts are configurable and accurate—no more “false fire alarms.”
What do you dislike about the product?
The incident center is powerful, but filtering could be more customizable when we’re dealing with very large datasets.
What problems is the product solving and how is that benefiting you?
Our data team finally feels in control. Mean time to resolution dropped significantly, and confidence in reporting improved.
Finally a governance tool that scales with us
What do you like best about the product?
Sifflet’s automation has been a lifesaver. The rule engine and incident tracking let us stay ahead of issues instead of reacting late. I can finally show executives clear quality metrics without endless Excel exports. The UI is straightforward, and onboarding new team members has been much smoother than with our old tool.
What do you dislike about the product?
Some of the integrations took extra time to configure, especially with legacy databases. Support helped, but better setup documentation would save effort
What problems is the product solving and how is that benefiting you?
Sifflet gave us the confidence to monitor data quality at scale. It’s reduced firefighting and helped us prove governance ROI internally.
Makes Our Data Governance Effortless
What do you like best about the product?
Sifflet streamlined our governance workflow. The catalog is intuitive, and the lineage view gives our compliance team instant clarity on data movement. Automated rules and alerts catch quality issues before they affect reporting.
What do you dislike about the product?
Some integrations need more customization flexibility for legacy systems, but the support team responds quickly.
What problems is the product solving and how is that benefiting you?
We cut monthly compliance review time by nearly 40%, and incident resolution is faster thanks to improved root-cause visibility.
Centralized Control Over Our Data Ecosystem
What do you like best about the product?
Sifflet helped us centralize how we monitor and manage data across multiple departments. Having metadata management, incident alerts, and lineage tracking all in one platform has significantly improved visibility. It reduced our dependency on internal Slack support for data queries by nearly 60%.
What do you dislike about the product?
Initial onboarding took longer than expected, especially when configuring monitors for legacy systems.
What problems is the product solving and how is that benefiting you?
Once implemented, Sifflet provided unmatched clarity and control over our data ecosystem. It’s a must-have for companies that value data accountability.
Big Step Forward for Our Governance Maturity
What do you like best about the product?
Sifflet gave us the confidence to scale. As our governance programs matured, we needed tools that could support policy enforcement and self-service data tracking. This platform does both. It shows who touched what, when, and what changed. You can’t beat that for audit readiness and cross-team accountability.
What do you dislike about the product?
Would love a native integration with ServiceNow or JIRA for incident routing. Right now we do it manually or through email. Feels like a small gap in an otherwise solid platform.
What problems is the product solving and how is that benefiting you?
Helps us go from theory to practice in data governance.
Keeps Our Team Aligned and Alert
What do you like best about the product?
Sifflet sends us alerts when something breaks, but more importantly, it shows us why. That visibility means we don’t waste time blaming each other. The rules are flexible enough to match each domain’s expectations. Everyone from data stewards to execs can see what’s happening without a long explanation.
What do you dislike about the product?
Only thing I’d improve is the export format. We’d like to download summaries as PDF for exec meetings. Right now we screen grab things or build slides manually.
What problems is the product solving and how is that benefiting you?
Saved us from multiple reporting disasters.
Makes Governance Feel Less Boring
What do you like best about the product?
It actually makes governance kind of fun. Everything’s visual. You can show the lineage to execs, and they finally get why things break. The alerts are customizable, and the metadata catalog helps keep things organized. It’s not a chore to use like some older systems.
What do you dislike about the product?
I did hit a couple bugs early on, but they were fixed fast. The docs aren’t super detailed, so I ended up pinging support a lot during setup.
What problems is the product solving and how is that benefiting you?
Modern, helpful, and just works.
I Don’t Have to Babysit Our Pipelines Anymore
What do you like best about the product?
I used to manually check reports and data updates daily. Now I just get alerts if something is late or missing. The freshness checks are solid and have reduced human error a lot. Our stakeholders get clean, current data, and I get more time back.
What do you dislike about the product?
Sometimes the alerts are a little too sensitive. For example, we get alerts for minor delays that don’t always need action. I’m working on fine-tuning those settings but wish they were smarter by default.
What problems is the product solving and how is that benefiting you?
It’s helped automate QA and reduce compliance risk by flagging freshness issues before reports go live. I no longer feel like I have to babysit our data pipelines.
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