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.
Specialized Agents, One Clean Data Output
Continuously scans your data landscape, identifies new sources, suggests relationships, and generates version-controlled mappings that your team approves.
Converts messy, inconsistent data into clear business-ready formats by understanding context and business logic, not just field types.
Enforces data permissions, monitors every change with complete audit trails, ensures compliance with banking regulations, and automatically detects and masks PII.
Monitors data freshness, detects anomalies before they reach reports, tracks usage patterns, and recommends optimizations across your entire stack.
Secure, Compliant, Auditable
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.
Eliminate data preparation bottlenecks. Make data cleaning invisible so your team can focus on insights that actually move the business.
Preql automates the hardest part of AI adoption: cleaning, reconciling, and contextualizing messy enterprise data. Our AI agents transform fragmented ERP, CRM, HR, and expense data into structured, auditable, AI-ready pipelines that scale across the enterprise.
Traditional ETL tools move data, but they don’t understand business context. Preql is semantic and agentic: it reconciles mismatched records, aligns metrics, and maintains governance so data is both technically accurate and business-relevant.
We partner with a wide range of enterprise leaders — from AI and data teams to CIOs, CFOs, and CEOs. Many of our earliest deployments have been with finance, where data reconciliation is most painful, but Preql is designed to support cross-functional initiatives spanning finance, operations, compliance, and IT.
Yes. Preql is purpose-built for enterprise deployment, with role-based access control (RBAC), encryption in transit and at rest, audit trails, and flexible deployment options (cloud or within your environment). Compliance, governance, and scale are core to our architecture.
AI copilots and automation tools are only as good as the data they run on. Preql ensures your data is reconciled, trusted, and semantically defined so copilots, BI dashboards, and automated workflows generate results you can rely on.
We start with quick integrations into your existing systems (ERP, CRM, HR, expense). Within weeks, Preql delivers reconciled, AI-ready data for key workflows. From there, we scale progressively across business units while maintaining strict governance and compliance.