Navigating Challenges and Technical Debt in AI Engineering for Finance

Condens

Condens helps you and your team to store, structure, and analyze user research data while making it easy to share findings across your organization. Both scalable for enterprises and accessible for small teams, Condens accelerates your journey from data to insights. Transform raw research into actionable findings in minutes with AI-powered transcription and analysis. Centralize all your data in a searchable repository, break down silos, and enable seamless collaboration. Empower stakeholders with real-time access to insights that integrate seamlessly into their workflow and support informed decision-making. Ready to see it in action? Visit us at [condens.io](http://condens.io/)

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Optimal Workshop

We've built upon proven user research methods to make global usability research easy and affordable. In doing so, we are helping user experience designers, information architects, and usability researchers, in 106 countries, and from some of the biggest organizations around the world, design ways to make the world a little easier to navigate and enjoy. Our tools continue to grow worldwide with users able to create studies in over 70 different languages. Run fast and affordable user research and make design decisions with confidence using our suite of user research tools.

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Rangle

We partner with global enterprises and scale-ups to build the next-gen Products and Digital Experience Platforms that will define their future

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Useberry

Useberry is a one-stop product and user experience (UX) research platform to seamlessly gather user feedback and insights throughout the product development lifecycle. From initial ideas and designs to prototyping, and from website creation to refining information architecture, Useberry enables you to create user-validated digital products, superfast. Choose from a variety of research methods, seamlessly integrate with your favorite design tools, and recruit real users from a diverse, global participant panel. Highlight usability issues, visualize user behavior with recordings and user flows, and streamline your testing process with ready-made templates. Trusted by leading companies worldwide, we empower you to create exceptional digital experiences. [Start for free today.](https://app.useberry.com/register/?utm_source=web&utm_medium=sponsor&utm_campaign=uxdx_emea_2024)

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Marvin

HeyMarvin is an AI-powered research repository and qualitative data analysis platform. Marvin makes it super-simple to conduct, organize, analyze and share user insights so you can design better, user-centric products. Marvin’s smart workflows automate the tedious aspects of research so you’re free to make sense of all the customer knowledge across your organization. Visit [heyMarvin.com](https://heymarvin.com/) to book a demo and see the new features our customers are calling “super-impressive — a HUGE shift in the UX research field."

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Great Question

Great Question is the all-in-one UX research platform trusted by customer-centric teams like Canva, Gusto, and Brex. Recruit participants, run your favorite methods — from user interviews and focus groups to surveys and prototype tests — then store, analyze, and share what you learn.

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