Development of Generalist Commercial AI Agent

Summary by AI BETAClose X

Sundae Bar Plc has launched the training and evaluation phase for its Generalist Commercial AI Agent, a single agent designed for broad enterprise workflow scalability without bespoke development for each. This initiative leverages Subnet 121 on the Bittensor network for decentralized training and benchmarking against real-world metrics, aiming for improved iteration speed, scalability, and capital efficiency. Successful versions are planned for customer rental and deployment via sundaebar.ai, monetized through subscriptions and usage-based pricing, with commercial demand expected to fuel continuous development and support higher-value use cases.

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Sundae Bar PLC
17 December 2025
 

17 December 2025

Sundae Bar Plc
 ("sundae_bar" or the "Company")

Launch of Training and Evaluation Phase for Generalist Commercial AI Agent

Sundae Bar Plc (AIM: SBAR), today announces the launch of the training and evaluation of its Generalist Commercial AI Agent ("Generalist Agent"), marking a significant milestone in the Company's product roadmap. This phase focuses on training and evaluating the Generalist Agent's reasoning, decision-making and workflow capabilities through structured benchmarks, rather than training underlying foundation models.

The Generalist Agent is being developed as a single commercial agent designed to scale across many enterprise workflows without requiring bespoke AI development for each one. This approach is intended to preserve the marketplace outcome of selling fit-for-purpose AI products, while improving iteration speed, scalability, and capital efficiency.

Training and evaluation are being conducted through Subnet 121 ("SN121"), the Company's decentralised training and benchmarking environment built on the Bittensor network, where global developers compete to improve the Generalist Agent against structured, real-world benchmarks. Demonstrated performance improvements are expected to be incorporated into a single, continuously improving production agent deployed through the sundae_bar platform.

Subject to successful training and validation, the strongest-performing version of the Generalist Agent is expected to be made available to customers through sundaebar.ai, where businesses would be able to rent and deploy it as part of their operational workflows. Monetisation is expected to be driven through repeatable subscriptions and usage-based pricing, with commercial usage intended to provide a direct feedback loop into ongoing development. As the Generalist Agent's capabilities enhance over time it is expected to support higher-value use cases and broader enterprise adoption without proportional increases in development cost.

The Company's enterprise platform, including integrated payments, is operational and is intended to support the future commercial deployment of the Generalist Agent through subscriptions and usage-based pricing.

Jill Kenney, CEO of sundae_bar, stated:
"This marks an important step in our strategy to build a single generalist commercial agent that can be deployed across a wide range of enterprise workflows. As customer usage grows, we expect commercial demand to support ongoing development, ensuring that the strongest-performing version of the Generalist Agent is continuously improved and deployed, while maintaining capital efficiency as capabilities scale."

The Company believes that decentralised training through the Bittensor network provides a more capital-efficient approach to developing commercial AI products than traditional closed development models. By rewarding only demonstrated performance improvements against objective evaluation criteria, this model is designed to concentrate development effort on measurable outcomes rather than fixed internal resources, supporting faster iteration and lower marginal development costs over time.

This initiative represents a strategic step in sundae_bar's evolution towards a product-led enterprise automation platform, centred on the development and deployment of a core generalist commercial agent. By aligning decentralised innovation with commercial deployment, the Company aims to build proprietary AI capability while maintaining capital efficiency and platform-wide scalability.

For further information please contact:

Sundae Bar Plc
Jill Kenney, Chief Executive Officer
Tel: +44 (0) 20 7628 3369

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About sundae_bar
Following its successful AIM admission in June 2025, sundae_bar operates a live beta marketplace at sundaebar.ai featuring AI agents across critical business functions including HR automation, cryptocurrency trading, and marketing operations. The platform emerged from the strategic merger of Ora Technology PLC and Kondor AI PLC, combining enterprise-grade marketplace infrastructure with proven AI expertise and an established community of 60,000+ users.

For more information, visit: sundaebar.ai

About Bittensor
Bittensor is an open-source, decentralised network designed to coordinate and incentivise the creation of digital intelligence through open competition. Its architecture currently supports 128 independently operated subnets, each specialising in a distinct domain of intelligence.

For more information, visit: Bittensor  

https://www.youtube.com/watch?v=mJX8DJylCjQ


About Subnet 121
Subnet 121 ("SN121"), operated by sundae_bar (AIM: SBAR), is a decentralised training and evaluation environment on the Bittensor network. SN121 is designed to support the development of a generalist commercial AI agent by enabling global developers to compete against structured, real-world benchmarks, with demonstrated performance improvements incorporated into a continuously evolving agent architecture.

For more information, visit: https://taostats.io/subnets/121/chart

 

 

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