Every conversation we have with customers and data teams ends up in the same place: they don’t trust their data. And for good reason. Missing fields, broken formats, out-of-range values, duplicates, violations of business rules—you name it. It doesn’t just pollute downstream systems. It derails real-time decisions, corrupts AI outputs, and breaks customer experiences, which often leads to churn, and stalls growth.

That ends now.

We’re launching Conduktor Trust—a product designed to enforce data quality at the source, in-stream, before bad data spreads. No more costly cleanup jobs. Just clean, compliant, and reliable streaming data—ready for AI and other systems to act on in real time.

Let’s break it down.

Stop Waiting for Data to Break Things

Traditional data quality tools try to fix issues after the damage is done, which is very costly. Some shift responsibility to producers through data contracts, leading to fragmented enforcement, inconsistent standards, and zero visibility.

Conduktor Trust flips the model. It enforces data quality right where streaming begins—before data hits your pipelines. This proactive approach detects and stops issues early, saving time and resources.

What You Can Do with Conduktor Trust

1. Define Quality Rules: Use CEL (Common Expression Language) to write clear, precise rules that enforce structure, completeness, and conformance.

2. Apply Policies: Apply those rules to specific topics and control enforcement where it matters most.

3. Trigger Real-time Actions: Choose what happens when data breaks the rules—log it or block it instantly.

4. Gain Operational Insights: Track violations over time to identify patterns, prioritize fixes, and raise the bar on data quality.

Bad Data Isn't Just a Technical Problem

Conduktor Trust isn’t another monitoring tool. It’s your first line of defense. Your trust layer that turns data quality into a business advantage.

• Prevent Data Issues Early: Catch and address data quality problems before they affect downstream systems.

• Protect AI from Garbage In, GarbageDisaster Out: Feed models and analytics tools only data you trust—so they deliver outcomes you trust.

• Enhance Compliance: Apply consistent data quality policies across teams, helping with regulatory compliance.

• Reduce Operational Overhead: Minimize the need for reactive fixes, saving time and resources.

Learn More

Discover how Conduktor Trust can enhance your data streaming operations by visiting our product page or by booking a demo today.

For a full list of what else is included in this month’s release please read the change log.