Computer Vision & AI Engineering Case Studies

Explore our computer vision and AI case studies that show how clients improved accuracy, cut costs, and boosted productivity by up to 90%. From image and audio processing to edge AI, see how our engineers solve real-world challenges with measurable impact.

Crystal Clear Memories

Crystal Clear Memories

From Photo to 3D Keepsake

We automated the transformation of photos into 3D memorial keepsakes using a hybrid of classical computer vision and 3D generative AI.

Computer Vision
3D Generative AI

Key results

  • 85% automation of manufacturing-ready 3D model creation
  • Faster turnaround times for customers
  • Consistent high-quality output with human-in-the-loop oversight
  • Scalable pipeline capable of handling higher order volumes
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Pardigm

Pardigm

Hormone Tracking Made Easy

A mobile CV system for real-time cortisol tracking – deployed in health tech with signal processing and on-device AI.

Computer Vision
Edge AI

Key results

  • Consistent and accurate LFA recognition across diverse real-world lighting conditions
  • Personalized diurnal curves for more meaningful cortisol interpretation
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Speech Therapy Platform

Speech Therapy Platform

AI-Powered Pronunciation Correction

A custom speech recognition system for children’s therapy, built with phoneme-level modeling, fine-tuned datasets, and production-ready deployment. <br> Achieved 86% accuracy in detecting mispronunciations, reducing therapist workload and scaling support for young learners.

Audio AI

Key results

  • Achieved 86% accuracy in phoneme recognition
  • Reduced the manual workload for speech therapists
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Doug Labs

Doug Labs

On-Device Neurological Assessment for iOS

The solution assists medical practitioners with neurological patient diagnostics; it automates, records, and secures neurological test results within an iPhone app.

Computer Vision
Edge AI

Key results

  • Streamlined neurological test assessment in one intuitive app.
  • Delivered accurate pronator drift, leg drift, and eye movement tests.
  • Provided enhanced security via data encryption, Face ID authentication, screen capture protection.
  • Endured no cloud dependencies and complete user data privacy.
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Our clients about working with us

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Dan Nunn
Dan Nunn
Crystal Clear Memories

It-Jim helped us integrate computer vision & 3D GenAI into our image processing pipeline, saving thousands in manual design work. Their team delivered scalable solutions that transformed how we create 3D crystals.

Martin Collignon
Martin Collignon
Lun

It-Jim is incredibly good at translating business needs into prototypes. They build multiple 3D CV app prototypes that reconstruct home interiors using just an iPhone – exactly what we needed to evaluate thermal energy exchange.

Federico Blumberg
Federico Blumberg
Fanaty LLC

It-Jim helped us build a panoramic sports tracking system with 180° video and real-time ball movement detection. Their insights boosted our video processing speed from 15 to 120 FPS, far beyond our expectations.

Danny Dunlap
Danny Dunlap
Beacon Street Studios

It-Jim helped us turn a PoC into a full platform. They built a robust backend and integrated custom GenAI models that match visuals with music from our own library. Their expertise and code quality have been exceptional.

Manuel Hehle
Manuel Hehle
mo energy systems GmbH

It-Jim helped us bring our moCore app to life. Despite strict time and budget constraints, they delivered ahead of schedule. Their structured approach and ability to adapt made them a reliable tech partner.

Cameron Ward
Cameron Ward
Postround Golf

It-Jim helped us bring our moCore app to life. Despite strict time and budget constraints, they delivered ahead of schedule. Their structured approach and ability to adapt made them a reliable tech partner.

Dan Nunn
Dan Nunn
Crystal Clear Memories

It-Jim helped us build a panoramic sports tracking system with 180° video and real-time ball movement detection. Their insights boosted our video processing speed from 15 to 120 FPS, far beyond our expectations.

Martin Collignon
Martin Collignon
Lun Energy

It-Jim is incredibly good at translating business needs into prototypes. They build multiple 3D CV app prototypes that reconstruct home interiors using just an iPhone – exactly what we needed to evaluate thermal energy exchange.

Federico Blumberg
Federico Blumberg
Fanaty LLC

It-Jim helped us build a panoramic sports tracking system with 180° video and real-time ball movement detection. Their insights boosted our video processing speed from 15 to 120 FPS, far beyond our expectations.

Danny Dunlap
Danny Dunlap
Beacon Street Studios

It-Jim helped us turn a PoC into a full platform. They built a robust backend and integrated custom GenAI models that match visuals with music from our own library. Their expertise and code quality have been exceptional.

Manuel Hehle
Manuel Hehle
mo energy systems GmbH

It-Jim helped us bring our moCore app to life. Despite strict time and budget constraints, they delivered ahead of schedule. Their structured approach and ability to adapt made them a reliable tech partner.

Cameron Ward
Cameron Ward
Postround Golf

It-Jim helped us bring our golf analytics app to production. They adapted seamlessly to changing requirements and showed a strong commitment to quality. Their flexibility and technical expertise made them a reliable partner.

Dan Nunn
Dan Nunn
Crystal Clear Memories

It-Jim helped us integrate computer vision & 3D GenAI into our image processing pipeline, saving thousands in manual design work. Their team delivered scalable solutions that transformed how we create 3D crystals.

Martin Collignon
Martin Collignon
Lun Energy

It-Jim is incredibly good at translating business needs into prototypes. They build multiple 3D CV app prototypes that reconstruct home interiors using just an iPhone – exactly what we needed to evaluate thermal energy exchange.

Federico Blumberg
Federico Blumberg
Fanaty LLC

It-Jim helped us build a panoramic sports tracking system with 180° video and real-time ball movement detection. Their insights boosted our video processing speed from 15 to 120 FPS, far beyond our expectations.

Danny Dunlap
Danny Dunlap
Beacon Street Studios

It-Jim helped us turn a PoC into a full platform. They built a robust backend and integrated custom GenAI models that match visuals with music from our own library. Their expertise and code quality have been exceptional.

Scott Lowenstein
Scott Lowenstein
AgentPress

It-Jim’s work helped improve the AI song generation model over time. The team had top-notch project management and generally delivered on time. The client was happy with the team’s work, guidance, and support. It-Jim sourced high-quality talent that understood the project’s needs.

Yevgeniy Makhmutov
Yevgeniy Makhmutov
Arbling

It-Jim has delivered a highly accurate model, enabling the client to achieve significant improvements in speed, cost, and accuracy. The team has showcased the project progress through interactive demos and mock-ups. They’ve also delivered on time and exceeded the client’s expectations.

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