SPEC · 01
Applied Intelligence Engine
MCROONS SPARK
Models in production — not demos
SPARK is our applied-AI core: the framework we use to take a model from notebook to production. Retrieval, fine-tuning, evaluation, and inference are wired into one governed pipeline, so intelligence ships with the same rigor as the rest of the stack — versioned, observable, and accountable for its outputs.
Retrieval-grounded
Answers anchored to your data, with citations and guardrails rather than open-ended generation.
Evaluated, not assumed
Every model change runs against a test set before it reaches users.
Governed agents
Tool-using agents that act under explicit permissions and audit trails.
Deploy anywhere
Cloud or edge inference, sized to the latency and cost the use case demands.
SPEC · 02
Signal & Sensing Platform
MCROONS SENSE
From raw signal to live state
SENSE is our pipeline for turning streams of events, telemetry, and sensor data into something a system can act on in real time. It captures signal at the edge, processes it as it moves, and resolves it into clean, queryable state — the layer that sits beneath dashboards, alerts, and automated decisions.
Edge capture
Lightweight runtimes that process signal at the point it is generated.
Streaming core
Event pipelines that transform and route data without batch delay.
Real-time state
Resolved, queryable state that reflects what is happening now.
Built to scale
Throughput that holds as volume grows, instrumented end to end.
SPEC · 03
Commerce Ecosystem Platform
MCROONS COMMERCE
Composable commerce, engineered to scale
COMMERCE is our composable commerce platform — storefront, checkout, catalog, and order orchestration decoupled into services you can assemble around any front end. It is built for conversion and global scale, with payments, inventory, and fulfilment engineered as first-class systems rather than plugins.
Headless by design
A commerce backend that any web or app surface can build on.
Order orchestration
Inventory, fulfilment, and orders coordinated across channels in real time.
Payments & billing
Secure payment, subscription, and billing flows built for compliance.
Global scale
Architected for performance under load, in any market.