Data Cleaning Agents

Stop Cleaning Data
Start Using It

Enterprise data is messy. Records don't match. Fields are inconsistent. Relationships break. Your team spends 60% of their time preparing data instead of analyzing it. Traditional ETL tools just move the mess faster.

Preql deploys specialized Al agents that continuously clean, validate, map, and reconcile your data across every source. They don't just process data - they understand it, monitor it, and fix problems automatically.

Your Agent Workforce

Specialized Agents, One Clean Data Output

Discovery Agent

Continuously scans your data landscape, identifies new sources, suggests relationships, and generates version-controlled mappings that your team approves.

Translation Agent

Converts messy, inconsistent data into clear business-ready formats by understanding context and business logic, not just field types.

Governance Agent

Enforces data permissions, monitors every change with complete audit trails, ensures compliance with banking regulations, and automatically detects and masks PII.

Quality Agent

Monitors data freshness, detects anomalies before they reach reports, tracks usage patterns, and recommends optimizations across your entire stack.

Enterprise-Grade Intelligence

Secure, Compliant, Auditable

Human-In-The-Loop Approval

Every agent action requires human approval. Every change is version-controller. Every transformation is auditable. Built for CFO organizations that need trustworthy automation, not black boxes.

Reduce up to 60% of Manual Data Work

Eliminate data preparation bottlenecks. Make data cleaning invisible so your team can focus on insights that actually move the business.

Enterprise-Grade Security

Designed to keep your most sensitive data safe and secure

What Customers say
About Preql AI

“With Preql, we gained confidence in our reporting and analytics. The platform streamlined our data processes and allowed us to focus on insights rather than wrestling with data preparation.”

VP Finance, Sports Media

“Preql provided our team with reliable data we could trust. As a business focused on data-driven decision making, having a tool like Preql has been essential to our success.”

Director of FP&A, Global Retailer

“Preql combines the familiar interface of Excel with powerful data quality, cleaning, and consolidation features typically unavailable to finance teams. It unified our diverse data sources and transformed our team’s operations.”

CFO, Beverage Manufacturing

“Finally, a tool that connects finance and operations without a massive IT project. We automated our reporting in days!”

VP Finance, Manufacturing Leader

“We used to spend 3 days reconciling data from different systems. With Preql, it’s now automated, accurate, and takes minutes instead of days.”

Director of FP&A, Tech Scale-up

“Now we actually have time to analyze, not just compile data. Our finance team is finally driving strategy instead of just crunching numbers.”

CFO, Retail Chain

Frequently Asked Questions

What does Preql actually do?
How is Preql different from ETL or data prep tools?
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Is Preql AI enterprise-ready?
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