News
Feb 25, 2026
Cloudnet.ai and Kimi Partner to Bring Kimi into Agentic Enterprise Workflows
Singapore — 25 February 2026 — Cloudnet.ai, an innovative provider of AI-powered enterprise systems for service providers and enterprises, today announced it has entered into a partnership agreement with Kimi, the team behind the Kimi family of large language models.
Together, the two companies will explore, test, and demonstrate how Kimi can power complex, real-world business workflows worldwide through agentic enterprise experiences—where AI moves beyond just “chat.”
The real shift is toward systems that can execute: turning business intent into outcomes across multi-step processes—reliably, securely, and with clear governance.
Cloudnet.ai will also serve as a field deployment and integration partner supporting Kimi’s international market expansion, based on technical results and market demand.
Why this partnership
Enterprises and service providers are under pressure to deliver faster cycles, better customer experiences, and more automated operations—while maintaining strict requirements around security, reliability, compliance, and auditability.
LLMs can accelerate knowledge work and automate repetitive tasks, but only if they can be integrated into production workflows with clear controls, traceability, and measurable outcomes.
Kimi models are designed for practical, tool-enabled workflows and are offered via an API platform—making them a strong fit for serious evaluation in complex enterprise scenarios.
Cloudnet.ai brings deep experience designing and operationalizing agentic software patterns that connect models to enterprise systems, policies, and workflows.
What Cloudnet.ai means by “Agentic”
Cloudnet.ai’s direction is Agentic BSS—our approach to building AI-native enterprise systems that don’t just assist work, but execute it.
Agentic BSS is an AI-native BSS where autonomous agents understand intent, reason over business context, and execute business processes end-to-end—with governance and human oversight where required.
Here, intent means the outcome a user wants in plain language—for example:
“create a new enterprise offer,” “activate a new line,” “resolve this order,” or “generate a customer-ready quote.”
Instead of forcing teams to navigate systems step-by-step, agents translate intent into a structured action plan, call the right tools and APIs, track progress, and return a clear result a user can review—within defined business policies and boundaries.
This partnership with Kimi is focused on that exact point: moving beyond AI add-ons toward agentic enterprise software that connects reasoning to governed execution.
What this partnership enables
Under the collaboration, Cloudnet.ai and Kimi will work together across three areas:
Joint evaluation and workflow validation in enterprise settings
The teams will jointly explore and test Kimi in complex enterprise workflows—especially where tool use, multi-step reasoning, and operational controls are essential. This includes agentic experiences and copilot-style interaction patterns that connect intent to execution.
Product integration and demo development
Cloudnet.ai will work to integrate Kimi into selected workflows and experiences, helping validate how Kimi performs when connected to tools, APIs, and structured enterprise contexts—not just open-ended prompts.
A path to broader delivery and international deployment
Based on results and market readiness, the parties will explore deeper collaboration over time, including Cloudnet.ai supporting Kimi as a field deployment / system integration partner for global enterprise delivery and ongoing feedback-driven improvement.
What to expect next
Cloudnet.ai and Kimi will begin with structured evaluations and integration work, prioritizing scenarios where outcomes can be measured and workflows can be governed.
A first public milestone is MWC Barcelona 2026 (2–5 March 2026, Fira Gran Via), where Cloudnet.ai plans to present selected demos that illustrate how Kimi can be integrated into agentic enterprise workflows—moving from intent to execution with governance, traceability, and controls.
FAQ
What is being announced?
A non-exclusive collaboration between Cloudnet.ai and Kimi to explore, test, and demonstrate how Kimi large language models can support complex enterprise and service-provider workflows.
Is this a product launch or commercial availability announcement?
Not yet. This announcement is about collaboration, evaluation, and product integration. Any commercial deployment, reseller arrangement, or formal packaging would be subject to further agreement.
Why Kimi?
Kimi is designed for practical, tool-enabled workflows and is accessible via an API platform—making it well-suited for structured evaluation in enterprise contexts that require controls, traceability, and integration with real systems.
What will Cloudnet.ai contribute?
Cloudnet.ai will contribute real-world workflow scenarios, integration design, evaluation feedback, and implementation experience to validate Kimi inside real execution patterns—connecting user intent to governed outcomes.
What will Kimi contribute?
Kimi will provide API access, documentation, and technical support to accelerate evaluation, integration, and iteration, as well as support collaboration between engineering teams.
What use cases are in scope?
The scope includes agentic enterprise workflows and copilot experiences that support operational execution—such as customer operations, ordering, offer configuration, service workflows, and internal productivity tools.
What does “intent” mean in this context?
Intent is the outcome the user wants—expressed in plain language. Agentic systems convert intent into a structured execution flow: plan the steps, call tools/APIs, track progress, and return a clear result for review—within policy boundaries, with approvals and auditability where required.
Will customer data be used to train models?
Only where permitted and under appropriate agreements. The current focus is evaluation and integration. Any fine-tuning or data contribution would require additional terms, controls, and approvals.
Where will the collaboration be showcased publicly?
A near-term milestone is MWC Barcelona 2026 (2–5 March 2026), with additional events possible by mutual agreement.
About Cloudnet.ai
Cloudnet.ai builds AI-powered enterprise systems and infrastructure that help service providers and enterprises modernize operations, accelerate service innovation, and deploy next-generation connectivity and applications.
About Kimi
Kimi provides the Kimi family of large language models and API access for tool-enabled AI applications and workflows. Kimi K2 is a Mixture-of-Experts (MoE) language model with 32 billion activated parameters and 1 trillion total parameters.
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