if you can effectively posttrain a model to only meaningfully perform with your closed source agent, then you get to funnel the majority of users to your agent at the expense of your model/API co-opetition

This also doesn’t make sense to me as a strategy for Anthropic. Claude Code _defined the category_ of coding agents. It’s responsible for billions of dollars in annual revenue

OpenAI can now serve all its products to customers across any cloud provider.

Commoditizing complements doesn't always work because focus is scarce even for the largest, fastest growing businesses.

The commoditization flywheel : both companies give away complements to drive usage of the core.

But plenty of categories survived through specialization or direct competition : cloud, travel, domain registration, social networking. Commoditizing complements doesn't always work because focus is scarce even for the largest, fastest growing businesses.

Branding consultant Wei Kan from Conduit Asia likened the move to a 'liquidation' rather than a pivot, using the stock market shell of its shoe brand to move into an unrelated business.

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Microsoft Copilot, which leads paid AI usage among both work-oriented and personal-oriented users, illustrates this dynamic: its prevalence likely reflects bundling with Microsoft 365, a product widely deployed in workplaces through enterprise licensing.

公司也优先把资源砸在能直接产生商业价值的 B2B 场景

Memory enables sticky, personalized agentic experiences and creates strong lock-in.

The SaaS playbook rewarded specialization. The AI playbook rewards breadth.

The budget for new spend is there. You can do this. But remember that your customers' first and most obvious source of AI savings is labor efficiency, which means seats are where they will look to take cost out. The new growth, by contrast, will increasingly sit in tokens, consumption, automations, outcomes, and machine-driven workflows.

The real long-term price war isn't with your competitors. It's with your customer's engineering team.

纯粹收集分析这种形态，过去互联网有过先例，但你会发现它卖不出去钱。

Sally Li, a representative at a makeup packaging company in Wuhan, China, says her firm has started writing more detailed product descriptions and adding information about its equipment and manufacturing experience on Alibaba.com because it suspects those details make its listings more likely to be surfaced by AI.

The consistent argument across the Every Slack was that if cache-breaking usage costs more to serve, make those users pay more: Meter the consumption rather than ban the interface.

, the World  Business Council for Sustainable Development

A vision statement provides a brief description of a company’s long-term goals. It’s typically ambitious and communicates how the company plans to make a difference in the world. Think of it as a roadmap for making decisions that align with your company’s philosophy and objectives. A good vision statement helps you: Inspire teams and keep them focused Connect with customers in niche markets Make smarter decisions Attract top talent

It doesn’t have a set length. You can craft a one-sentence statement or write a three-page document discussing the company’s future. The goal of a vision statement is to differentiate yourself from competitors and focus efforts on achieving your objectives.

A vision statement articulates where you aspire to be once you achieve your mission. Often, it describes where you want certain people or the world to be as a result of your mission. Vision statements convey a long-term goal, generally a time range of five to 10 years, or beyond. Your mission statement is essentially an action-oriented vision statement, declaring the who, what, and why of your retail business. Your mission statement can be the roadmap for your vision statement.

A mission statement is usually part of your business plan when you start a business. It identifies your company’s purpose and is a way to publicly share why your company exists. Crafting your mission statement helps you unify your business and avoid potential business mistakes by keeping you on track.  Your mission statement should: State what your company does. You don’t need to be fancy, simply state whatever it is your retail business produces or provides. State how your company does what it does. This does not need to be a detailed description of how you operate your business. You can describe how your business works in more general terms and incorporate one or more of your core values. State why your company does what it does. Think about why you started your business in the first place—share your passion for starting your company.

The Business Strategy stems from a detailed strategic planning process. However, the question we want to answer in this article is whether we can execute multiple strategies side by side while they do not interfere with each other. We compare multiple strategies for business, information provision and IT and focus on Strategic planning.

Many so-called strategies are in fact goals. “We want to be the number one or number two in all the markets in which we operate” is one of those. It does not tell you what you are going to do; all it does is tell you what you hope the outcome will be. But you’ll still need a strategy to achieve it.

Amazon integrated customer data and payment information with e-book distribution and its Amazon publishing initiative