AQMetrics ingests your data through automated, secure pipelines and harmonises it against a canonical data model before any rule, monitoring or reporting logic runs. That means client data and market data are validated and normalised in the same way, so every downstream regime is working from the same source of truth.
Connectivity is via secure file transfer, scheduled depending on your operational needs. Our Data Mapper tool maps fields from your source systems to the AQMetrics data model, so you don't need to reformat data to fit us. A dashboard surfaces the status of every file so your team can see exactly what's been processed.
The platform is delivered as a fully managed SaaS service, with role-based access controls governing who can see and export what. Integration is part of onboarding: we handle the setup with your team, not over it.