endorsedCompleted

Computer Vision Web App Prototype for ArchIQ

Services Covered:

AI and Machine Learning • UI/UX Design • Website Development

Industry

Information Technology

Duration

2 months

Budget

10K - 49K

Start Date

1 March 2024

Team Size

6-10 Employees

Engagement Model

Onshore

Project Capability Score (PCS)

83/100

Strong

Project Capability Score (PCS) estimates how capable Darwoft is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

ArchIQ

Pine Mountain Club, United States of America

Project Summary

Darwoft developed a computer-vision-based web app prototype for a digital transformation and software engineering firm, handling UI/UX design and full-stack development. They built an AI model on Azure (using Azure Machine Learning), packaged it in Docker, and delivered a fully functional prototype. The vendor provided regular agile updates, produced bug-free demos, and met the project's timeline and budget.

Key Challenges

Needed to develop a computer vision product prototype
Required full-stack expertise to deliver both AI and frontend functionality

Project Deliverables

Functional prototype web app
Computer vision AI model (packaged in a Docker image)
Rudimentary frontend
UI/UX design

Project Solution

Darwoft developed a fully functional prototype of a web app with a computer vision backend. The engagement began from a product requirements document (PRD) and included UI/UX design, development of a computer vision AI model on Azure Machine Learning, packaging the model in a Docker image, and building a rudimentary frontend. The team scoped the work, provided quotes in advance, and delivered the prototype using Azure technologies.

Project Outcome

Demo met all requirements with no bugs
Delivered on time and within budget
Provided regular agile updates and weekly reporting
Client satisfied and intends to continue working with vendor

Platforms

AI/ML Platform
Web
SaaS
Cloud

Tech Stack

Azure

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Darwoft delivered on their promises and built a great prototype that met all the client's requirements. Their work was also of high quality since the demos presented throughout had no bugs. Moreover, they provided regular updates, used an agile approach, and were willing to do pre-sales work.”
Marc Ongaro
CEO
Date: 08/05/2024