OneMeta Inc. (OTCQB:ONEI) has announced the launch of VerbumSDK On-Prem / Edge, extending its real-time translation and transcription architecture to client-controlled infrastructure. The company says the system can be trained with a client’s own data and operated on private servers, desktop devices and edge equipment, including environments without a public-internet connection.
#How VerbumSDK On-Prem / Edge Works
OneMeta says customers can use their own terminology, records and language patterns to train translation and transcription models instead of relying solely on a general-purpose model. The company states that this approach is intended to improve performance for industry-specific language and vocabulary, although the announcement does not provide quantified results.
Under the announced architecture, conversations, models and datasets remain within infrastructure owned by the client. OneMeta says information is not sent to a public cloud provider. The system can also operate on servers that have no connection to the public internet, a configuration the company identifies for defense, government and other high-security settings.
The company says the same SDK approach used to integrate translation into enterprise systems can be deployed in on-premises environments as well as in the cloud.
#Target Organisations and Availability
OneMeta identifies healthcare, finance, government and other organisations with strict data-security or compliance requirements as potential primary buyers. The company says clients have requested the ability to operate the Verbum platform inside their own facilities.
VerbumSDK On-Prem / Edge is described as available now to enterprise and government clients. OneMeta’s Verbum technologies provide translation, transcription and interpretation across 140+ languages, according to the announcement.
#Sovereign AI Market Context
The announcement cites MarketsandMarkets as projecting the global sovereign AI market to grow from $40.0 billion in 2025 to $148.0 billion by 2032, representing a 20.6% compound annual growth rate. OneMeta says the research identifies on-premises AI infrastructure as the fastest-growing deployment mode within that market.
OneMeta also cites Broadcom’s Private Cloud Outlook 2026, based on a global survey of 1,800 senior IT leaders. According to the company’s account of the survey, the share of enterprises using public cloud as their primary production-AI environment fell from 56% to 41% in a single year, while 56% now run or plan to run production AI on private infrastructure.
OneMeta states that the third-party market research cited in the announcement has not been independently verified by the company.
#Management Comments
Saul Leal, OneMeta’s founder and chief executive, said customers had asked the company to bring its technology and customer-experience systems into their own facilities. He described the offering as supporting both cloud and on-premises deployment, with models trained and operated within an environment controlled by the client.
Tim Fisher, OneMeta’s senior vice president of sales, said customers were increasingly seeking the option to run the Verbum platform within their own organisations. He characterised this deployment capability as a differentiator and referred to a potential return-on-investment trajectory, without providing financial figures.
#Risks and Uncertainties
OneMeta classifies statements concerning product availability, client demand, third-party market projections and anticipated business impact as forward-looking statements. The company says actual results could differ materially because of market adoption, competitive developments, its ability to execute its product roadmap, and general economic and industry conditions.
The company says these statements rely on current expectations and assumptions, including third-party research it considers reliable but has not independently verified. OneMeta cautions investors to review risk factors in its filings with the Securities and Exchange Commission and says it has no obligation to update or revise forward-looking statements except where required by law.
#Key Takeaways
- OneMeta has announced VerbumSDK On-Prem / Edge for translation and transcription within client-controlled infrastructure.
- The company says models can be trained on client data and run on private servers, desktop devices, edge equipment and air-gapped systems.
- OneMeta identifies healthcare, finance, government and other security- or compliance-sensitive organisations as potential primary buyers.
- The announcement cites a projected sovereign AI market increase from $40.0 billion in 2025 to $148.0 billion by 2032, with a 20.6% compound annual growth rate.
- VerbumSDK On-Prem / Edge is described as available now to enterprise and government clients.
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