Perspectives on IP strategy, patent valuation, structured invention, and the evolving landscape of intellectual property from the team at ipCapital Group.
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A live context graph is emerging as the critical control plane for AI-driven enterprises, and the invention layer around it is still open. Market shift: when software becomes an operator Enterprise operations are crossing a threshold. AI is no longer just analyzing logs or recommending actions. It is starting to change systems directly. When software …
A seven-company cross-section exposes 85% patent concentration in one leader, and a rare window to turn operating know-how into category leadership.
On August 26, a jury in North Carolina put a $96.4 million price on wire management.
Sports engagement is compounding at over 20% a year, yet product and IP gravity still chase wagering, leaving educational play wide open.
AI is entering the contact center. The winning move is proving identity and permissions without exposing the underlying customer data.
Infrastructure giants own the network. The next advantage will be won by devices that update models in near-real time and communicate without apps, and by the teams who lock in the intellectual property. Market shift: from network-assisted to device-decisive Edge AI is moving from network-assisted to device-decisive. As 5G multi-access edge computing matures, the strategic …
No-code connectors, Gen-AI assistants, and the attribution to MMM bridge are becoming the next defensible positions in AI marketing analytics.
Patent publications in IIoT digital twins and AI grew 34 times since 2020, yet the top three owners hold just 6.9% of filings. The window is still open.
Patent activity is dense in digital twins and policy tooling but light in privacy-preserving governance. That asymmetry is where the IP window sits.
Hardware owns the sensors. The next defensible layer in identity verification is software: passive liveness, biometric fusion, and deepfake defense.
AI ideation IP is consolidating while government workflow automation and conversational knowledge capture stay open. Only 3 patents cover decision trees.
Only 56 of 4,310 US chatbot patents mention accessibility or WCAG. Public-sector conversational AI is the category’s most under-protected opportunity.