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Why Industry SMEs are Key for AI Software Development Companies

Subject-matter expert collaborating with AI software development team on industry-specific solution

The landscape of AI and spatial computing is evolving at an unprecedented pace. New developments by AI software development companies are enabling increased efficiency and safety in enterprise environments, better patient outcomes via surgical AI, and improvements across a variety of industries.

There is a key element to each of these breakthroughs that should not be overlooked. Subject-matter experts, or SMEs, are essential to advancements in every industry. Without the perspective of expert surgeons, for example, AI software developers would be guessing at their needs. Similarly, advancements in other fields require the input of subject-matter experts to identify how technology can improve their industries.

The Process for Collaborating with Industry SMEs

Initial Contact

First, we need to meet the subject-matter expert. Often, this begins with an SME who has a big idea starting a conversation on our website. Sometimes we meet visionaries at conferences or on LinkedIn. This is an exciting stage for us, as the SME typically has a vision for how they could significantly improve their field but is not sure if seeing it come to fruition is a realistic possibility. We get to share the good news that with the range of expertise on our team, most things are indeed possible.

Establishing Clear Objectives

Next, we discuss tangible objectives. As the AI software development company, we sometimes present a few different concepts for the client to review and choose from. If their budget does not allow them to fully realize their vision yet, we might develop a proof-of-concept (POC) to support their fundraising efforts.

Creating a Collaborative Environment

The subject-matter expert's crucial input does not end with the initial idea. Throughout the development process, our engineers need to collect feedback from SMEs to ensure the final product meets the client's needs and matches their vision.

Validation and Testing

Testing AI applications helps prevent solutions from returning unexpected results when released from a clean developer environment. The real world has an unlimited number of variables that could interfere with custom solutions, and extensive testing ensures the app is ready for as many of those factors as we can anticipate.

Ongoing Communication

The process does not end once we deliver a solution. Every piece of software needs maintenance, and clients will likely request additional features over time. We build upon our work, and we love hearing success stories about the powerful ways our clients use their technology.

Real-World Examples

AI-Assisted Auto Maintenance and Repair

In the automotive industry, AI has the potential to transform how mechanics navigate complex repairs. Via a tablet or smartphone app, technicians can access interactive repair guides with step-by-step visual instructions overlaid directly onto the vehicle. This technology combines an extensive manual with the ability to visually identify parts, reducing training time and margin of error.

Operating Room Efficiency

eXpanded eXistence (eXeX) uses a powerful combination of AR and AI to support surgical teams across hundreds of operating rooms. The technology identifies the optimal operating room setup prior to each procedure and adjusts recommendations based on the head surgeon's needs and preferences. Input from experienced surgeons was essential to develop this solution.

Nuclear Power Technicians

In the high-stakes environment of nuclear facilities, the need for precise and reliable AI applications cannot be overstated. DAS Labs developed a solution for Aurum Technologies that uses AI and spatial computing to overlay zone access information, equipment readings, and biometric data onto each technician's field of view. The expertise of nuclear technicians was indispensable in developing solutions that support facility security and the safety of team members at risk of exposure to harmful substances.

Ready to Innovate Your Field?

Are you a subject-matter expert with an idea for how AI could transform your industry? We would love to hear from you. Book a 15-min call →

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