PRIVATE MULTIMODAL ALGORITHM PLATFORM

Run algorithms in a standard way.
Call results through unified contracts.

A private multimodal algorithm platform for standardized algorithm artifacts and input/output contracts across real-time Streams, asynchronous Jobs and synchronous Services, connecting video, images, files, sensors, audio and business APIs to managed results.

SovereignInference
Algorithm jobs / Stream control

Result center

Reviewed
Inspection result
Output artifactAvailableInput → Algorithm → Result

WHO IT IS FOR

Industrial enterprises, algorithm teams and systems integrators.

SovereignInference

Inside the platform

01

Real-time streams · Streams

Create, start and stop streams, manage leases and receive events for live video and other continuous inputs.

02

Asynchronous tasks · Jobs

Queue, claim, retry and cancel jobs and collect artifacts for image, file and video batch processing.

03

Synchronous services · Services

Provide synchronous inference responses to business APIs, with service-oriented invocation and result return.

04

Multimodal capability packs

Vision Pack covers cameras, NVRs, video channels and visual algorithms, while Sensor Pack and File & Batch Pack extend multimodal delivery across scenarios.

05

Algorithm artifacts & results

Manage standardized algorithm artifacts and input, output and result formats across workloads, with algorithm version registration, result filtering, aggregation, export and review.

How the platforms work together

IoT manages non-video devices and time-series data; Inference manages algorithm inputs, execution and results. Engine provides model runtimes and APIs. When algorithms are sold as services, gateway-core manages products, prices, charges and refunds while execution records remain in Inference.

Deployment & integration

What you receive

Connect algorithm artifacts, data sources and object storage; standardize input, output and result formats, and orchestrate runners and runtime dependencies for production workloads.

  • Configured jobs, stream control and result workflows
  • Agreed algorithm and data-source integration scope
  • Scenario-based acceptance records
  • Deployment and result API documentation

Put it to work

Choose the delivery path
that fits your next move.

Business enquiries

Make the next move yours.

Tell us what you want to build. We will help define the platform, delivery scope and next step.