Trademark Timing in the AI Era: From a Decade of Dormancy to Strategic Value

A Decade-Long Journey of a Single Trademark

In the commercial world, a trademark is more than a legal symbol—it functions as a time capsule of corporate strategy. A recent case involving an AI company acquiring a “Kimi” trademark has drawn industry attention. What makes this trademark notable is that its original applicant was not the AI firm, but a well-known hardware-centric technology company. The application was filed a full decade earlier, long before the AI startup was even founded.

The transfer path itself is straightforward: the large tech enterprise submitted trademark applications around 2013, covering multiple classes; by June 2025, it transferred several related trademarks to the newly established AI company. But beneath this simple transaction lie deeper questions about defensive trademark strategies, technology cycle forecasting, and the valuation of intangible assets.

Defensive Registration: The Trademark Moat of Big Tech

Why Do Large Companies Register “Unrelated” Trademarks?

For major technology firms, trademark strategy is never single-point thinking. In the case of “Kimi,” the mark bears a potential phonetic or abbreviation-level association with the company’s brand—a classic trigger for defensive registration.

The core logic behind defensive filing includes:

• Preventing Confusion and Free-Riding: If a third party registers a trademark highly similar to an existing brand, consumers may be confused. More critically, competitors could use the lookalike mark to release low-quality products, indirectly damaging the reputation of the original brand.
• Reserving Future Business Entry Points: Large enterprises often span multiple industries. Registering associated trademarks in advance is equivalent to reserving a formal entry ticket for future markets, avoiding the situation where the mark is already squatted upon by others.
• Blocking Malicious Hoarding and Squatting: Trademark squatting is a well-known practice globally. By proactively filing defensive marks, companies can effectively narrow the operational space for squatters.

The Cost and Boundaries of Defensive Filing

Defensive registration is not without cost. Under standard trademark rules, registrations must be renewed every ten years, and the mark must be in genuine use within three consecutive years—otherwise, third parties may file for cancellation on the grounds of non-use (often referred to as “non-use cancellation” or “cancellation for non-use”).

This means that before a defensive trademark is actually put into service, the owner must continuously bear maintenance costs: filing fees, renewal fees, and potential legal responses to non-use challenges. If a mark remains dormant for too long, its legal standing becomes fragile. Consequently, large companies often accumulate substantial portfolios of “sleeping” trademarks—their mere existence is a strategic bargaining chip.

The Essence of the Time Gap: Misalignment Between Technology Cycles and Trademark Lifecycles

From Mobile Internet to Generative AI: A Paradigm Shift

The most thought-provoking aspect of this case is the ten-year gap between the trademark filing (2013) and the AI company’s founding (2023). That decade spans the complete arc from the peak of the mobile internet era through its maturity and into the rise of generative AI.

Around 2013, the mobile internet was at a critical inflection point with rapid app ecosystem growth. Companies filing trademarks back then were primarily driven by a defensive mindset of “reserving slots and preventing risks.” By 2023, the generative AI wave had arrived. AI startups emerged rapidly, and high-quality, short, memorable brand names instantly became scarce resources.

Trademark Assignment: An Efficient Path to Uniqueness

For AI startups, trademark uniqueness is critical. When a desired brand name is already registered by another party, the fastest resolution is to directly acquire or receive the trademark via assignment. Compared with legal procedures such as trademark opposition or invalidation—which are time-consuming and uncertain—direct negotiation and assignment with the current holder can dramatically shorten the brand-launch timeline.

From the original owner’s perspective, monetizing dormant trademarks by selling them has two benefits: recovering earlier filing and maintenance investments, and avoiding the risk of non-use cancellation. This creates a win-win transaction structure.

Revaluing Trademarks: From “Reservation” to “Pricing”

Dimensions of Trademark Valuation

A trademark’s true value is often quantified only during transfer or licensing negotiations. Typically, valuation considers the following dimensions:

• Distinctiveness: The more unique and memorable a mark, the stronger its legal protection and the higher its value.
• Relevance: The degree of alignment between the mark and the core business or brand keywords directly affects market recognition efficiency.
• Class Coverage: The more classes registered, the broader the protection scope and the greater the potential value.
• Usage Status: A mark in active use with market influence is far more valuable than a completely dormant one.
• Industry Momentum: Whether the technology sector of the mark is on an upward trajectory directly influences a buyer’s willingness to pay and the acceptable price ceiling.

Value Leaps Driven by Technological Change

It is worth noting that the same trademark can command vastly different values across different technology cycles. A name that was unremarkable in the mobile internet era may become a highly contested asset in the AI era. This value leap is not accidental—it is a byproduct of paradigm shifts. When a new technological narrative becomes mainstream, the names, identifiers, and intellectual property associated with it undergo a wholesale revaluation.

Trademark Strategy Recommendations for Developers and Enterprises

For Startups: Do Not Make Trademarks an Afterthought

For technical founders, R&D and product iteration usually take top priority, while trademark registration is often delayed as an “administrative matter.” In reality, trademark searches and filings should begin on the same day the company name is chosen.

• Run trademark similarity searches before finalizing a company or product name to avoid collision risk.
• File applications as early as possible, prioritizing core goods and service classes, while considering defensive filings in adjacent classes.
• If the core trademark is already registered by others, first evaluate the feasibility of assignment or licensing instead of abandoning the name outright.

For Large Enterprises: Periodically Audit Trademark Portfolios

Past defensive filings do not guarantee “set-and-forget” security. As technology evolves and business strategies shift, trademark portfolios require periodic optimization:

• Conduct regular reviews of dormant marks and define a clear disposition strategy: retain, use, license, or transfer.
• Monitor non-use cancellation risks. Proactively transfer or abandon trademarks that are no longer used—this avoids unnecessary maintenance costs.
• When moving into new technology directions, file new trademark applications in parallel to avoid repeating the “decade-long time gap” mistake.

Conclusion: Time Is the Best Trademark Appraiser

The full lifecycle of a trademark—from application to transfer—reflects the weighing of corporate strategy, the ebb and flow of technology cycles, and the shifting market landscape. It reminds us that trademarks are not merely legal tools but core components of a company’s intangible asset base. As new waves such as large language models, generative AI, and embodied intelligence continue to emerge, every technology company should rethink its intellectual property strategy—not only by securing early filings but also by dynamically managing this precious “time asset” over a longer horizon. After all, when the technology tide arrives, the trademark seed planted long ago may well have grown into a towering tree a decade later.