Canonical: https://molo17.com/capabilities/integration/ Markdown mirror: https://molo17.com/capabilities/integration/index.md Title: Integration · Gluesync · MOLO17 Description: Real-time data movement, transformation and synthetic data generation across heterogeneous systems. Gluesync Platform — Integration # Integration Real-time data movement, transformation and synthetic data generation across heterogeneous systems. [Explore Integration](#capabilities) [Talk to our team](/contacts/?topic=data-architecture#contact-form-section)  Why Integration Matters ## The cost of fragmented data movement 01 / Fragmented channels ### Point-to-Point Pipelines Data teams manually maintain separate scripts, triggers, and scheduled tasks for every database pairing, causing siloed configurations. 02 / System overhead ### Operational Strain Latency spikes, query locks, and schema evolution break downstream consumers, consuming engineering hours on constant repair pipelines. 03 / The platform outcome ### Coordinated Capabilities A single engine handles real-time change data capture, structural automated transformations, and safe synthetic generation together. Capabilities ## Three capabilities within Integration Real-time data movement, transformation and synthetic data generation across heterogeneous systems. Change data capture in action ### Replication #### Continuous change capture and bulk synchronization Capture and replicate data changes across databases using log-based CDC, fast bulk loads, and flexible field mapping — with zero custom scripting required. - Capture delta changes with Log-based change data capture (CDC) - Fast bulk data loads - No-code field mapping & transformations - User-defined transformation via code editor [Discover all integrations →](/integrations/) Replication  ### Reads at commit time. Delivers in real time. Gluesync captures changes from the transaction log and delivers only the committed rows to the target. No full-table polling, no batch window and no unnecessary overhead on the source. Pipeline automations ### Automations #### Event-driven actions and pipeline orchestration Automate data workflows with scheduled jobs, platform-native triggers, and webhook integrations — reducing manual intervention across your pipeline. - Scheduled actions - In-platform Triggers - Webhooks [Explore Schedules and Events →](/schedules-and-events/) Automations   Synthetic masking ### Synthetics #### On-demand mock data and test environment seeding Generate realistic synthetic datasets on the fly to populate staging and QA environments — preserving schema structure without exposing sensitive production data. - Generate mock data on the fly - Continuously seed data to database tables - ORM-oriented stub data generation Coming soon ### Production Data Anonymization Preserve referential integrity and database schema layout while fully scrubbing PII. Replicate production events downstream with secure synthetic representations. Explore the platform ## Continue exploring the Gluesync Platform Integration works alongside Knowledge, Security and Health as part of one connected platform. Current capability area: Integration [### Knowledge Data exploration, quality assurance and metadata discovery for operational intelligence across connected sources. Explore Knowledge →](/capabilities/knowledge/) [### Security Database security posture assessment, vulnerability scans and proactive patch guidance across connected engines. Explore Security →](/capabilities/security/) [ ### Health Performance monitoring, slowness detection, anomaly alerts and guided remediation for live database workloads. Explore Health →](/capabilities/health/) Resources ## Integration documentation and resources Documentation ### Documentation Technical guides, API reference, deployment tutorials. [Read documentation ↗](https://docs.molo17.com) Roadmap ### Public Roadmap What we're building next. Submit feature requests. [View roadmap ↗](https://roadmap.molo17.com) Support ### Support Access technical support and operational assistance. [Get support ↗](https://support.molo17.com) Status ### Service Status Real-time platform availability and incident history. [Check status ↗](https://status.molo17.com) ## Move enterprise data through one connected platform Explore the Gluesync Platform or discuss your integration architecture with the MOLO17 team. [Explore Gluesync](/gluesync/) [Talk to our team](/contacts/?topic=data-architecture#contact-form-section)