AI App Development
Build original AI-powered
applications — fast.
KNiT combines in-house image analysis, machine learning, and LLM expertise with agile, AI-assisted development to help organizations across industries put AI to work. From initial concept to full deployment and beyond, we support you every step of the way.
Technology
AI Analyzing Your Images
Auto-detecting particles, defects, and structures. AI quantifies what the eye misses.
Cases
Case Studies
We have built purpose-built AI systems tailored to each industry's needs
Jewelry & Precious Metals
AI Gem Appraisal System
AI automatically extracts quality indicators from gem images to quantify appraisal rationale. Expert knowledge encoded into AI, enabling standardized and efficient appraisals.
Medical & Healthcare
Ophthalmic Medical Image Analysis System
AI analysis of OCT and fundus images to support early disease detection. Developed an AI-assisted diagnostic system to augment physicians' decision-making.
Beauty & Hair Care
Hair Condition Analysis System
AI automatically analyzes hair surface cuticle images to objectively quantify damage. Enables personalized hair care recommendations based on objective data.
Manufacturing & Materials
Process Informatics Platform
Integrates manufacturing process image data with process parameters. AI learns causal relationships between quality and process conditions to predict optimal settings.
Food & Quality Control
Texture & Quality Prediction AI
Quantifies bubble structures in food cross-sections via AI image analysis to objectively evaluate texture. Replaces subjective expert sensory evaluation with data-driven quality control.
Manufacturing & Fluid Analysis
Video-Based Bubble Tracking System for Liquids
Automatically detects numerous bubbles in liquid video footage, quantifying each bubble's count, displacement, and velocity. Frame-to-frame tracking captures individual trajectories and outputs a comprehensive report.
Medical & Industrial CT
3D Structure Analysis & Visualization System for CT Images
Identifies individual objects from CT image stacks and reconstructs them as 3D models, automatically quantifying volumetric features such as volume, surface area, and orientation. Visualizes complex internal structures to enable quantitative evaluation.
Why KNiT
Why KNiT
01
In-House AI Stack: Image Analysis, ML & LLM
From AI image analysis to machine learning and LLMs — our full AI technology stack lives in-house. We handle everything from PoC to production.
02
Speed Development
Our lean team combined with AI-powered development delivers speed that large firms can't match. Rapid PoC iterations let you validate before committing.
03
Domain Expertise × AI Engineering
Project experience across manufacturing, materials, medical, food, and more. We design AI with a deep understanding of industry-specific data and evaluation criteria.
04
Long-Term Partnership
We partner with you from requirements definition through development and ongoing improvement — continuously evolving your AI system as your business grows.
Flow
Development Flow
Validate accuracy and feasibility via PoC before full development
Step 01
Discovery
We listen to your challenges, requirements, and data situation, then propose the best approach.
Step 02
PoC (Prototype & Validation)
We prototype and validate accuracy with sample data. Confirm feasibility before moving forward.
Step 03
Development
We build the production system — API, web app, embedded, or any format you need.
Step 04
Operations & Improvement
Ongoing support after launch. We continuously improve the model as your data grows.
Feel free to contact us
Contact us anytime. We'll tailor a proposal to your requirements and data.