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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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.
In June, when French startup Quobly raised 115 million euros to build quantum processors from silicon spin qubits, I mapped the quantum computing patent landscape and made one observation: silicon spin was one of the lea.
AI adoption is up 40% and filings are compounding, but the open frontier is SMB-specific deployment, agentic workflows, and cost-governed inference.
FHIR filings are accelerating while white space remains in consent-aware orchestration, multi-cloud normalization, and connector acceleration.
Patent filings in cloud-rendered browsers and web isolation more than doubled since 2021, while consumer-scale breakthroughs remain under-protected. Here is where the next wave of product and IP advantage will form.
As the creator market accelerates toward $1.3T, defensibility is shifting from distribution to rights, discovery, and network orchestration, and the patent white space sits above the platform layer.