# Secondmind   > Secondmind is Engineering AI software for engineering teams in the transportation and heavy equipment sectors - automotive, commercial vehicle, off-highway, and motorsport. It helps engineers reach reliable answers about complex systems with far fewer physical tests and simulations, accelerating time-to-market and lowering development costs without compromising quality. Secondmind's product has two modules: Secondmind for Design Space Exploration (DSE) identifies feasible concept, system, sub-system and component designs while reducing simulation effort significantly. Secondmind for Calibration helps engineers build and refine calibration maps for complex physical and virtual systems in less time and with fewer prototypes. Secondmind is powered by Secondmind Active Learning, which automatically guides experiment design toward the most valuable next test or simulation so engineers get to a confident answer with far less data than traditional methods require. Secondmind customers include automotive OEMs such as Mazda.   ## Products   - [Design Space Exploration](https://www.secondmind.ai/products/design-space-exploration): Discover pre-validated system, subsystem, and component designs using up to 80% fewer simulations. - [Calibration](https://www.secondmind.ai/products/calibration): Calibrate the performance of complex physical and virtual systems in half the time with fewer costly prototypes.   ## Research   - [Secondmind Labs](https://www.secondmind.ai/secondmind-labs): Overview of the team of machine learning and automotive experts behind Secondmind's technology. - [Research papers](https://www.secondmind.ai/research/secondmind-papers): Published research from Secondmind Labs. - [Seminars](https://www.secondmind.ai/research/seminars): Research seminars hosted by Secondmind.   ## Insights   - [Insights hub](https://www.secondmind.ai/insights): Blog posts, white papers, and news for automotive engineering audiences. - [Unlocking the full value of parallel compute through batch sampling](https://www.secondmind.ai/insights/unlocking-the-full-value-of-parallel-compute-through-batch-sampling): White paper on batch sampling and parallel compute. - [Is your AI an engineering partner - or just more friction?](https://www.secondmind.ai/insights/is-your-ai-an-engineering-partner---or-just-more-friction): Blog post on AI's role in engineering workflows. - [SCAE partners with Secondmind](https://www.secondmind.ai/company/news/scae-partners-with-secondmind-to-accelerate-future-vehicle-development): News on the SCAE partnership to accelerate vehicle development for Japanese OEMs.   ## Company   - [About](https://www.secondmind.ai/company/about): Company mission, focus on sustainability and net-zero automotive development. - [News](https://www.secondmind.ai/company/news): Company news and announcements. - [Team](https://www.secondmind.ai/company/team): Information about the Secondmind team. - [Careers](https://www.secondmind.ai/company/careers): Open roles and information on joining Secondmind. - [Contact](https://www.secondmind.ai/contact): General contact page. - [General enquiries](https://www.secondmind.ai/contact/general-enquiries): Contact form for general questions. - [Join us](https://www.secondmind.ai/contact/join-us): Contact form for recruitment enquiries.   ## Optional   - [Privacy Policy](https://www.secondmind.ai/legal/privacy-policy): Legal privacy policy. - [LinkedIn](https://www.linkedin.com/company/secondmind-ai/): Company LinkedIn page. - [YouTube](https://www.youtube.com/c/secondmind): Company YouTube channel.