Technology scouting & patent research
Organize papers, patents, and public product information around a technical question. Compare requirements, maturity, and uncertainty across approaches.
Inputs
Technical question, candidate approaches, public papers and patents, performance targets, and cost constraints.
Deliverables
Approach comparison, evidence map, unknown parameters, and follow-up experiments.
Step-by-step workflow
Break the work into verifiable stages, then choose models and supporting tools.
- 01
Classify technical approaches
Group approaches by mechanism, application conditions, and key metrics.
- 02
Connect public sources
Search papers and patents, read drawings and experiment tables, and record related publications and patent families.
- 03
Compare evidence maturity
Distinguish laboratory findings, prototypes, product claims, and reproducible evidence.
- 04
Plan validation steps
Design research or experiments around unknown parameters that most affect the decision.
Required model capabilities
Combine models for the actual stages. The directory includes candidates matching one or more of these capabilities.
View matching modelsSupporting tools
Selection & delivery checks
- A published patent does not prove mass production. Verify application and legal status in official databases.
- Compare equivalent conditions, metric units, and test environments.
- Vector retrieval helps discover material; it does not replace novelty or legal analysis.
An example request
Research alternative technical approaches, interpret paper and patent figures, retrieve related material, and summarize maturity and unknown parameters.Find models for this request