Pricing is a critical value creation lever for distributors to respond to market challenges. Here are four capabilities critical to unlocking pricing’s power.

Logistics players can focus on four pricing strategies in the AI era.

A set of incentive pricing mechanisms can help guide investments, without prescribing specific technologies or companies, and make Western battery projects more competitive across the value chain.

Agentic AI promises a fundamental shift in how B2B pricing is set, managed, and optimized to drive a step change in both efficiency and effectiveness.

The profit margins of IT service providers are under pressure. Pricing offers higher potential ROI than other margin improvement levers, but seizing the opportunity requires a comprehensive approach.

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本研究提出了一种基于拍卖的边缘推理定价机制（AERIA），有效解决了深度神经网络推理服务的个性化需求与收益激励之间的矛盾。实验结果表明，AERIA在收益最大化方面显著优于其他方法。

As vendors navigate evolving customer needs, adopt new business and pricing models, and partner with a diverse range of partners, optimizing channel finance and pricing strategies has become more...

本研究提出FLMarket系统，旨在解决联邦学习中的数据定价机制不足问题。该系统结合两阶段拍卖与安全协议，提升了数据的效用和隐私保护。实验结果表明，FLMarket选定的客户端训练精度提高超过10%，且准确度和运行速度显著提升。

本研究针对不一致决策频率下的动态定价与补货问题，提出了一种双智能体DRL算法，显著提升了定价与库存管理效率。实验结果表明，该方法在多种产品场景中表现优异。

We’re releasing two updated production-ready Gemini models

We’re releasing two updated production-ready Gemini models

We’re releasing two updated production-ready Gemini models

We’re releasing two updated production-ready Gemini models

We’re releasing two updated production-ready Gemini models

We’re releasing two updated production-ready Gemini models

We’re releasing two updated production-ready Gemini models