Transform Any Data
Format Anywhere
Making data interoperable and portable across the fragmented edge device and software landscape
LensVM makes data work seamlessly between different devices, formats, and systems.
It builds on bi-directional transformation lenses and WebAssembly, helping you connect different data formats and versions with powerful code that feels simple.
Manage database schema migrations, process sensor data, link legacy systems with new ones, and ensure compatibility in mixed environments.
LensVM drives your data format evolution, so you can focus on getting value from your data no matter where it comes from.
Bridge Old and New
Connect legacy systems to your modern stack with painless migrations. LensVM translates between different data schemas on the fly, so old and new systems work together efficiently.
View DocsConvert data in both directions between systems, maintaining perfect fidelity without information loss.
Evolve Without Disruption
Update your data models without downtime or migration scripts. LensVM handles schema changes automatically, maintaining compatibility as your system grows.
View DocsDeploy schema changes without breaking existing applications or requiring database downtime.
Process Where It Matters
Transform data right where it’s created before it moves anywhere else. Save bandwidth and improve performance by handling conversions at the edge rather than in central systems.
View DocsRun transformations directly on edge devices, reducing the need to transfer raw data to central systems.
Under the hood
LensVM transforms data between formats seamlessly; here's what's happening behind the scenes.
Two-Way Data Transformation
LensVM uses a special approach to data conversion.
Bidirectional Mapping
Transform data in both directions while preserving semantic meaning, like an optical lens
Compose Transformations
Build complex transformations from simpler, reusable components
Custom Adaptability
Extensible WebAssembly plugin system for domain-specific transformations
Handling Changing Data Formats
LensVM helps your systems evolve over time.
Schema Evolution
Update data formats without breaking compatibility with older applications
Version Detection
Automatically identify which format version you're working with.
Distributed Migration
Roll out changes across systems at different paces without synchronization
Fast Even on Small Devices
Transformations are optimized for all environments.
Compiler Performance
Transform functions compiled to WASM-optimized bytecode
Resource Consciousness
Operate efficiently within tight memory and CPU constraints.
Incremental Transformation
Process data as it arrives rather than waiting for complete datasets.