It-Jim

Production AI systems for real-world products

We build production-ready AI systems, not research demos or isolated models.
Our focus is on computer vision, edge AI, audio & music AI, and AI-powered iOS applications, where accuracy, latency, and real-world constraints matter.

We design and deliver end-to-end AI pipelines, from data analysis and model development to optimization, deployment, and long-term support.

Core Expertise

• Computer Vision Systems
Object detection, tracking, segmentation, 2D/3D reconstruction, geometry-aware pipelines

• Edge AI & On-Device ML
On-device inference, CoreML, TensorRT, model optimization for iOS and edge environments

• Audio, Speech & Music AI
Speech recognition, voice processing, phoneme segmentation, audio analysis, sound and vocal generation

• AI-Powered iOS Applications
Swift, ARKit, LiDAR, TrueDepth, RoomPlan, custom ML integration

• ML Deployment & Optimization
MLOps, model optimization, edge / cloud / hybrid deployment

Industries We Serve

• Manufacturing & industrial inspection
• Healthcare & medical imaging
• Real estate & construction (3D scanning, measurement)
• Sports & fitness (tracking, pose estimation)
• Retail & e-commerce (visual search, AR)
• Media & entertainment (audio, generative AI)
• Smart environments & safety monitoring

Engagement Models

• Technical consultation: quick validation and architecture review
• Discovery & data evaluation (1–2 weeks)
• Proof of concept (2–3 months)
• MVP / production system development
• Post-launch optimization & scaling

We are a strong fit if you need:
• AI systems integrated into real products
• Reliable performance beyond demos and prototypes
• Long-term technical ownership and scalability

Let’s Talk

If you’re building a product where AI must run reliably in production, we’re happy to review your use case and help define the right technical approach.

Invite us to your job to start with a focused discovery discussion.