Tech transferportfolio
INSTAR RESEARCH PORTFOLIO
Research Portfolio — INSTAR Lab Technology Transfer
INSTAR Lab’s research-to-commercialization portfolio — INSTAR-affiliated researchers contribute the applied R&D behind partner-company products spanning autonomous software engineering, multi-domain sensing, generative AI inference, decision intelligence, and learning science. Several programs at SBIR/STTR readiness.

What a sponsor should be able to evaluate.
Let partners inspect the continuum from active research programs to products and commercialization opportunities.
INSTAR states the question, the method, the evidence, the limitations, and the next decision so a researcher, program officer, or contracting team can assess fit.

Research setting / Tech transfer
What the work must explain.
A concrete instrument, dataset, or domain gives the research question a testable setting.
Let partners inspect the continuum from active research programs to products and commercialization opportunities.
Evidence / Research Portfolio
Make the research reviewable.
A credible program states the question, method, evidence, and limit together.
- QuestionWhat must be learned?
Let partners inspect the continuum from active research programs to products and commercialization opportunities.
- MethodHow will it be tested?
INSTAR Lab’s research-to-commercialization portfolio — INSTAR-affiliated researchers contribute the applied R&D behind partner-company products spanning autonomous software engineering, multi-domain sensing, generative AI inference, decision intelligence, and learning science. Several programs at SBIR/STTR readiness.
- RiskWhat needs a closer review?
Scan the portfolio by capability, maturity, and project.
Review a portfolio program or contact INSTAR.
Scan the portfolio by capability, maturity, and project.