Theme
The bottleneck in AI adoption is rarely the model; it is the data, scattered across file servers, drives, mailboxes and business systems, in inconsistent formats, with unclear permissions, and too sensitive to hand to an external model.
Jumborca's AI + Data solution starts by turning enterprise data into a governed, callable asset: SupCube, the sovereign enterprise drive, brings unstructured data inside a boundary the enterprise controls with full permissions, versioning and audit; JDC provides the high-throughput storage foundation for training and inference, holding vector stores, RAG corpora and model checkpoints; SupInsight, the decision brain, turns signals from operations, business and data pipelines into explainable judgements and connects to the large language model the customer chooses. The whole stack runs on-premises or in a sovereign cloud, with data leaving neither the country nor the enterprise.
Stated in the language of the industry, with no product assumed.
File servers, personal drives, mail attachments and exports from business systems are the raw sources of the corpus.
Brings unstructured data inside an enterprise-controlled boundary; permission labels, versions and audit records travel with the data into the corpus.
JDC holds RAG corpora, vector indexes and model checkpoints, with datasets and checkpoints managed by version.
The large language model is the customer's choice and runs on-premises or in a sovereign cloud; the design assumes no model and sends no data outside the boundary.
Gathers signals from operations, business and data pipelines into explainable judgements and observes model services and pipelines.
One product per block; open the product page for detail.
Four steps, each with an output that can be checked.
Inventory data sources and sensitivity, decide which data may enter the corpus and who authorises it, and choose the model and where it runs.
Deploy SupCube to gather unstructured data, JDC to hold corpora and checkpoints, and connect the pipelines and the model layer.
Validate retrieval and answer quality with a set of real business questions, check permission boundaries and confirm data stayed inside the enterprise or sovereign cloud.
The corpus iterates by version, SupInsight keeps watching pipelines and model services, and new sources join under the same governance rules.
Delivery options
Bring your system inventory and recovery requirements; we start with a reference architecture, then talk pricing.