Software
Algorithms and data pipelines
Machine learning models are hard to patent because they resemble mathematical methods. Protect the training pipeline, the data handling and the specific technical result.
Intellectual Property Strategy for Disruptive Technologies
How founders and product teams can build a patent, trademark and licensing plan before a new technology reaches the market.
Six steps from prototype to portfolio
Step 1
Map the technology
List every core mechanism, data flow and manufacturing method in the product. Engineers and counsel should review the map together so that nothing novel is left undocumented.
Step 2
Run a prior art search
Search patent databases, academic papers and open source repositories. The goal is to learn where the field already stands before any filing decision is made.
Step 3
File priority applications
File provisional or priority applications for the features that differentiate the product. Early filing secures a date that can be claimed in later applications.
Step 4
Secure the brand
Clear the product name and logo against existing marks in every target market. A trademark search costs far less than rebranding after launch.
Step 5
Set licensing terms
Decide early who may use the technology, under what terms and for which fees. Clear licence rules prevent disputes when partners begin building on your work.
Step 6
Review and insure
Audit the portfolio every year and match it against the risks of infringement claims. IP insurance can then cover the costs that the portfolio alone cannot absorb.
Start with what the product actually does
Patent strategy begins with the engineering record, not the marketing deck. Dated lab notes, design reviews and test logs are the evidence that proves who invented what and when.
Where the risk sits
Hardware
Materials and manufacturing
Process know-how often stays valuable longer than the finished part. Decide what to patent and what to keep as trade secret before the first supplier is briefed.
Before you file, confirm
- Every inventor is named and has signed an assignment
- No public demonstration or paper has disclosed the core claim
- Research funding terms do not give a sponsor ownership of the output
- Trade secret items are separated from items that will be published
- A budget is set for filing, maintenance fees and foreign validation
Keep the portfolio in one register
A single register of filings, deadlines and licences prevents missed renewals. Assign one owner and review the list at every product milestone.
Common questions
In most jurisdictions a public disclosure can destroy novelty. File first, or confirm the grace period that applies in each target market.
Software can be patented when the claim describes a technical effect or an improvement to how a system works. Abstract ideas alone are excluded.
No. Insurance can fund defence costs and settlements, but it does not create rights. A sound filing plan is still the foundation.