endorsedCompleted

AI Onboarding & Backend Upgrade for Pangea.ai

Services Covered:

Custom Software Development • AI and Machine Learning

Industry

Business Consulting & Services

Duration

2 months

Budget

10K - 49K

Start Date

1 May 2024

Team Size

6-10 Employees

Engagement Model

Nearshore

Project Capability Score (PCS)

73/100

Good

Project Capability Score (PCS) estimates how capable Miquido 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

Pangea.ai

Switzerland

Project Summary

Miquido built a dedicated AI-based system for Pangea.ai that used the client's Python library to analyze documents and accelerate profile completion. The engagement included backend infrastructure upgrades and integration of a queuing system to improve scalability. The solution was delivered on time, improved onboarding speed and user satisfaction, and the team communicated primarily via virtual meetings.

Key Challenges

Need for AI expertise to build an end-to-end solution
Requirement for end-to-end delivery with speed of execution
Streamlining lengthy multi-step forms to reduce drop-offs while maintaining data quality
Scaling backend infrastructure to handle growing data volume reliably

Project Deliverables

drAIve-based AI feature to analyze user-uploaded documents and match them to form fields
Custom prompts for form element extraction to ensure precision
Backend services enhancement to support increased data volume and talent registration
RabbitMQ integration as a queuing system to improve scalability and reliability

Project Solution

Miquido developed a standalone AI feature leveraging the client's Python library and the drAIve framework to analyze uploaded documents and map their contents to form fields. They upgraded backend infrastructure to handle increased data volumes and integrated a RabbitMQ queuing system to boost communication, scalability, and reliability across services. The vendor delivered the AI feature rapidly (three-week implementation) and provided proactive, virtual communication throughout the engagement.

Project Outcome

Faster onboarding due to the Generative AI feature accelerating profile completion and improving user satisfaction
Full AI feature implementation completed in three weeks delivering immediate efficiency gains
Scalable AI solution supporting growth and faster agency-specialist matching, enabling revenue growth

Platforms

AI/ML Platform

Tech Stack

Python

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Miquido delivered a scalable solution on time that streamlined the client's onboarding process, improving user satisfaction. The team thoroughly addressed issues and communicated primarily via virtual meetings. Their proactiveness impressed the client, resulting in a positive engagement.”
Prags Mugunthan
Co-Founder & Co-CEO
Date: 10/09/2024