Free onboarding.
Cancel anytime.
60%
Rejection rate for trademarks containing "GPT", "Chat", or "AI" due to lack of distinctiveness.
Source: USPTO AI Trademark Trends 2024
45%
Increase in theft of source code and model weights by departing employees in AI startups.
Source: WIPO Technology Trends: Artificial Intelligence 2024
5x
Valuation multiplier for AI firms with clean, licensed proprietary datasets compared to scrapers.
Source: Stanford HAI AI Index Report 2024
Innovation outpaces regulation.
In AI acquisitions,
"Clean IP" is the #1 deal breaker. Big Tech will not acquire a startup with potential IP liabilities in its training data.
Source: PwC Global M&A Industry Trends: Technology 2024
IP processes misaligned with product structure.
AI products evolve over time and expand into different use cases. When the IP approach does not support this structure, product boundaries become unclear.
The commercial framework of the AI product.
When the model name, product brand, and distinguishing elements are not clearly defined, they can be easily replicated.
IP provides clarity during investment and review processes.
AI products with clearly defined IP structures are handled within a more transparent framework during evaluation and audit stages.
The risks you face are
industry specific.
01
We audit your tech & brand assets.
When the model name, product identity, and technical components are not evaluated together, risk areas remain unclear. This assessment identifies which parts of the AI product are legally and commercially exposed at an early stage.
Roadmap Alignment & Strategy
Over time, AI products adopt new models, different use cases, and licensing structures. If the IP framework does not align with this evolution, product consistency and rights integrity weaken.
02
03
Continuous Vigilance & Support
Model replicas, similar names, and misleading product variants are not one-time issues. Ongoing monitoring prevents late detection of these risks and helps preserve product identity.
Trademarks
Patents
Designs
Utility Models
Copyrights
Domains
Global Launch Clearance for AI Apps & Models
Model names and product brands carry a high risk of objection and rejection in the AI space. Analyses conducted across platforms and global registries surface name conflicts and imitation risks at an early stage.
Minimize Your Registry Risks
Register Your Brand Globally
Track, Protect & Value Your Assets
Asset Discovery & Centralization
IP elements in AI products are often fragmented: model outputs, interface designs, technical components, and domains. Bringing these assets under a single structure clarifies ownership and simplifies management.
Discover Your Assets
Create Your IP Portfolio
Intengible Assets to Tengible Assets
Don’t just train models. Build bankable AI assets.
Turning Invisible Innovations into Bankable Assets
We identify and consolidate your brand, design, and identity assets into a single, unified portfolio. This transforms your "abstract" innovation into "tangible" equity that is audit-ready for your next funding round.
Align IP Strategy with Your Product Roadmap
AI products continuously change through new models, integrations, and evolving use cases. When the IP structure does not align with the product architecture, brand consistency and rights integrity weaken.
Registered IP's are 10.2x more
likely to secure funding.
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 21 24" xmlns="http://www.w3.org/2000/svg"><path d="M 2.811 0 L 9.645 6.297 L 9.645 0.015 L 10.975 0.015 L 10.975 6.325 L 17.84 0 L 17.84 7.179 L 20.658 7.179 L 20.658 17.534 L 17.848 17.534 L 17.848 23.927 L 10.975 17.888 L 10.975 23.996 L 9.645 23.996 L 9.645 17.987 L 2.818 24 L 2.818 17.534 L 0 17.534 L 0 7.179 L 2.811 7.179 Z M 8.642 8.493 L 1.33 8.493 L 1.33 16.22 L 2.817 16.22 L 2.817 13.783 Z M 4.149 14.366 L 4.149 21.068 L 9.645 16.227 L 9.645 9.374 Z M 11.013 16.163 L 11.013 9.367 L 16.511 14.36 L 16.511 17.534 L 16.518 17.534 L 16.518 20.999 Z M 17.848 16.22 L 19.328 16.22 L 19.328 8.493 L 12.071 8.493 L 17.848 13.728 Z M 16.509 7.179 L 16.509 3.023 L 11.998 7.179 Z M 8.652 7.179 L 4.141 7.179 L 4.141 3.023 Z" fill="rgb(63, 126, 139)" height="24px" id="nxeJVqN73" width="20.658211504579413px"/></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><defs ><linearGradient id="RtjETpmdf-2199102801-linear-gradient" x1="5.551115123125783e-17" x2="1" y1="0.9313125076540092" y2="0.06868749234599075"><stop offset="0" stop-color="rgb(8, 185, 98)"/><stop offset="1" stop-color="rgba(8, 185, 98, 0)"/></linearGradient><linearGradient id="T8VfUUJLL-2199102801-linear-gradient" x1="0.18074697625243807" x2="0.8192530237475619" y1="5.551115123125783e-17" y2="1"><stop offset="0" stop-color="rgb(249, 69, 67)"/><stop offset="1" stop-color="rgba(249, 69, 67, 0)"/></linearGradient><linearGradient id="mS3obcbZT-2199102801-linear-gradient" x1="0" x2="1" y1="0.5508016579433902" y2="0.4491983420566098"><stop offset="0" stop-color="rgb(250, 188, 18)"/><stop offset="1" stop-color="rgb(49, 134, 255)"/></linearGradient></defs><g d="M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z" fill="transparent" height="24px" id="nbzbhABTv" width="24px"><path d="M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z" fill="rgb(49, 134, 255)" height="24px" id="cQG6DqcVM" width="24px"/><path d="M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z" fill="url(%23RtjETpmdf-2199102801-linear-gradient)" height="24px" id="RtjETpmdf" width="24px"/><path d="M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z" fill="url(%23T8VfUUJLL-2199102801-linear-gradient)" height="24px" id="T8VfUUJLL" width="24px"/><path d="M 21.401 10.727 C 19.589 9.955 17.941 8.844 16.546 7.453 C 14.604 5.507 13.219 3.076 12.534 0.414 C 12.472 0.17 12.253 0 12.002 0 C 11.751 0 11.532 0.17 11.47 0.414 C 10.783 3.076 9.398 5.506 7.456 7.453 C 6.061 8.844 4.413 9.955 2.601 10.727 C 1.892 11.032 1.163 11.278 0.417 11.466 C 0.172 11.527 0 11.746 0 11.998 C 0 12.25 0.172 12.47 0.417 12.53 C 1.163 12.718 1.89 12.963 2.601 13.269 C 4.414 14.04 6.062 15.152 7.456 16.543 C 9.399 18.489 10.785 20.92 11.47 23.583 C 11.53 23.828 11.75 24 12.002 24 C 12.254 24 12.473 23.828 12.534 23.583 C 12.721 22.836 12.967 22.109 13.272 21.398 C 14.044 19.585 15.155 17.937 16.546 16.543 C 18.493 14.601 20.923 13.215 23.586 12.53 C 23.83 12.468 24 12.249 24 11.998 C 24 11.747 23.83 11.528 23.586 11.466 C 22.839 11.279 22.109 11.031 21.401 10.727 Z" fill="url(%23mS3obcbZT-2199102801-linear-gradient)" height="24px" id="mS3obcbZT" width="24px"/></g></svg>)
![](data:image/svg+xml,<svg display="block" role="presentation" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><path d="M 4.705 15.956 L 9.423 13.308 L 9.502 13.078 L 9.423 12.95 L 9.192 12.95 L 8.403 12.902 L 5.707 12.829 L 3.37 12.732 L 1.105 12.61 L 0.534 12.489 L 0 11.784 L 0.055 11.432 L 0.534 11.111 L 1.22 11.171 L 2.738 11.274 L 5.015 11.432 L 6.666 11.529 L 9.113 11.784 L 9.502 11.784 L 9.556 11.627 L 9.423 11.529 L 9.32 11.432 L 6.964 9.836 L 4.414 8.148 L 3.078 7.176 L 2.356 6.684 L 1.991 6.223 L 1.834 5.215 L 2.489 4.493 L 3.37 4.554 L 3.594 4.614 L 4.487 5.3 L 6.393 6.776 L 8.882 8.609 L 9.247 8.913 L 9.392 8.809 L 9.411 8.737 L 9.247 8.463 L 7.893 6.017 L 6.448 3.527 L 5.804 2.495 L 5.634 1.876 C 5.574 1.621 5.531 1.408 5.531 1.147 L 6.278 0.133 L 6.691 0 L 7.686 0.134 L 8.105 0.498 L 8.725 1.912 L 9.726 4.141 L 11.281 7.17 L 11.736 8.069 L 11.979 8.901 L 12.07 9.156 L 12.228 9.156 L 12.228 9.01 L 12.355 7.304 L 12.592 5.209 L 12.823 2.514 L 12.902 1.755 L 13.278 0.844 L 14.025 0.352 L 14.608 0.631 L 15.087 1.318 L 15.02 1.761 L 14.735 3.612 L 14.177 6.515 L 13.812 8.457 L 14.025 8.457 L 14.268 8.215 L 15.251 6.909 L 16.903 4.845 L 17.631 4.025 L 18.481 3.121 L 19.028 2.69 L 20.06 2.69 L 20.819 3.819 L 20.479 4.985 L 19.416 6.332 L 18.536 7.474 L 17.273 9.174 L 16.484 10.534 L 16.557 10.643 L 16.745 10.625 L 19.598 10.018 L 21.14 9.738 L 22.98 9.423 L 23.812 9.811 L 23.903 10.206 L 23.575 11.013 L 21.608 11.499 L 19.301 11.961 L 15.864 12.774 L 15.822 12.805 L 15.871 12.865 L 17.419 13.011 L 18.081 13.047 L 19.702 13.047 L 22.719 13.272 L 23.508 13.794 L 23.982 14.432 L 23.903 14.917 L 22.689 15.537 L 21.049 15.148 L 17.224 14.237 L 15.913 13.909 L 15.731 13.909 L 15.731 14.019 L 16.824 15.087 L 18.827 16.897 L 21.335 19.228 L 21.462 19.805 L 21.14 20.26 L 20.8 20.212 L 18.597 18.554 L 17.747 17.807 L 15.822 16.186 L 15.695 16.186 L 15.695 16.356 L 16.138 17.006 L 18.481 20.527 L 18.603 21.608 L 18.433 21.96 L 17.826 22.173 L 17.158 22.051 L 15.785 20.127 L 14.371 17.959 L 13.229 16.016 L 13.09 16.095 L 12.416 23.35 L 12.1 23.721 L 11.372 24 L 10.765 23.539 L 10.443 22.792 L 10.764 21.316 L 11.153 19.392 L 11.469 17.862 L 11.754 15.962 L 11.924 15.33 L 11.912 15.288 L 11.772 15.306 L 10.34 17.273 L 8.16 20.218 L 6.436 22.063 L 6.023 22.227 L 5.306 21.857 L 5.373 21.195 L 5.774 20.606 L 8.16 17.571 L 9.599 15.688 L 10.528 14.602 L 10.522 14.444 L 10.467 14.444 L 4.128 18.56 L 2.999 18.706 L 2.513 18.251 L 2.574 17.504 L 2.805 17.261 L 4.711 15.949 Z" fill="rgb(217, 119, 87)" height="24px" id="qUvzfhtV8" width="23.981826272278px"/></svg>)