Connect anything. Normalize once. Power everything.

Plug-and-play connectors that ingest data from your apps, files, and databases into a single, action-ready stream—without custom pipelines.

  • Reduce integration time from weeks to hours with prebuilt connectors.
  • Standardize messy inputs into a reliable, normalized stream.
  • Feed Signals and Flow with consistent data—so automations don’t break.
Connect

What is Connect?

AAPPLIFY Connect is your AI-native ingestion and normalization layer—built for operational use, not just data movement. Leveraging advanced machine learning, it automatically adapts to new data sources, detects anomalies, and ensures high-quality, trusted data for downstream detection and automation. Connect turns scattered telemetry, tickets, spreadsheets, and database records into a consistent, action-ready stream that powers your business intelligence, automation, and AI workflows.

App DB API Normalize Signals Flow Console
  • Operational-grade normalization for all your data sources
  • Prebuilt connectors for popular apps, files, and databases
  • Real-time ingestion and transformation
  • Seamless integration with AAPPLIFY Signals and Flow

Featured Connectors

Microsoft Excel

CSV & Excel

Import spreadsheets and flat files with automatic schema detection and normalization.

MongoDB

Databases

Connect to SQL, NoSQL, and cloud databases for real-time data ingestion.

Snowflake

Apps & APIs

Integrate with SaaS apps, ticketing systems, and APIs with minimal setup.