AI Development System - Notch
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AI Development System

From AI Vision to
Scalable Impact

Move confidently from exploration to enterprise-grade implementation and transform AI from a buzzword into business value — responsibly, iteratively, and at scale.

About

Delivering Enterprise AI with a proven development system that turns ideas into measurable business results.

  • From discovery to deployment, our four-stage AI Development Lifecycle system ensures your organization extracts measurable value from AI at every step.

  • We combine business strategy, data science, and robust software engineering to de-risk investment, accelerate delivery, and deliver solutions that scale.

Our System

01
AI Discovery

Identifying the most impactful use cases, resulting in an AI opportunity map.

02
Proof-of-Concept

Validating the feasibility of the AI concept and delivering a tested prototype.

03
Minimum Viable Product

Building a high-quality MVP that proves your AI ideas are a market fit.

04
AI Engineering

Enterprise-wide scaled product to achieve a production-ready AI solution.

Customer Story

The Client

A leading platform for product content orchestration specializing in collecting and standardizing product information from diverse manufacturers for major e-commerce platforms and enterprise clients.

 

Overview

We built an AI solution using LLMs, RAG, and vector databases that processes complex documents and generates structured outputs for workflows across multiple product categories and validation steps.

The Challenge

Processing product data from manufacturers is a manual, repetitive, and error-prone process, resulting in significant operational bottlenecks. Data analysts manually parse information, requiring approximately one hour per complex document, with 92-93% human accuracy rates, which severely limits scalability.

The System

  • AI Discovery Sprint to identify and prioritize automation opportunities. 
  • POC using RAG and vector databases to confirm feasibility and accuracy. 
  • MVP with chunking, parallel processing, and human validation. 
  • Production involved AI engineering and scaling the solution.
Results
  • 1
    Performance Improvement
    30x reduction in processing time due to parallel processing.
  • 2
    Greater Accuracy
    Achieved 85% accuracy before full optimization, nearing human benchmark.
  • 3
    Workflow Acceleration
    Accelerated workflows from 1 hour to 10 minutes per document.
30x reduction in processing time due to parallel processing.
Achieved 85% accuracy before full optimization, nearing human benchmark.
Accelerated workflows from 1 hour to 10 minutes per document.
Why Notch?
  1. 1
    Experience
    10+ years of delivering enterprise-grade software solutions, with extensive expertise in advanced AI solutions and frameworks.
  2. 2
    Multidisciplinary
    Teams composed of experts in business analysis, UX/UI design, data, AI, and engineering collaborate to deliver innovative, user-centric solutions.
  3. 3
    AI expertise
    Proven experience integrating AI into complex digital ecosystems to drive tangible business results and sustained operational value.
  4. 4
    Flexibility
    We can join your project at any stage of the lifecycle, or take leadership across the entire process to ensure success from concept to deployment.