endorsedCompleted

AI Solution Development for Software Company

Services Covered:

Custom Software Development • AI and Machine Learning

Industry

Software Development

Duration

11 months

Budget

Confidential

Start Date

1 September 2024

Team Size

1-5

Engagement Model

Offshore

Project Capability Score (PCS)

85/100

Strong

Project Capability Score (PCS) estimates how capable Armakuni 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

Confidential

St. Petersburg, United States of America

Project Summary

Armakuni developed an AI-powered solution for a software company using AWS Bedrock, focusing on prompt engineering, model selection, and Python development. The vendor demonstrated deep technical expertise across the AI stack and optimized the solution for performance, cost-efficiency, and maintainability. They provided comprehensive knowledge transfer and codebase handover so the client's team can maintain and extend the system. Project management and flexible scheduling enabled timely delivery across time zones.

Key Challenges

Implement an AI-powered solution using AWS Bedrock
Require expertise in prompt engineering, model selection, and Python development

Project Deliverables

AI-powered solution using AWS Bedrock
Prompt engineering and model selection components
Python-based AI system
Codebase handover and training sessions
Performance and cost optimization

Project Solution

Armakuni implemented an AI-powered system built on AWS Bedrock, performing prompt engineering, model selection, and Python development. They built the core AI system, optimized it for performance and cost, and ensured maintainability. The team delivered a complete codebase handover and conducted training so the client's engineers could maintain and extend the solution post-delivery.

Project Outcome

Technical expertise in AWS Bedrock and advanced prompt engineering
Improved team capability via comprehensive codebase handover and training
Optimized solution for performance, cost-efficiency, and maintainability
Flexible scheduling enabled timely delivery across timezones
Exceptional project management and clear communication

Platforms

AI/ML Platform
Cloud

Tech Stack

Python
Amazon Web Services (AWS)

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Armakuni demonstrated technical expertise in AI technologies, particularly AWS Bedrock and advanced prompt engineering techniques. Their project management skills were exceptional. They were flexible with scheduling and accommodating to the client's needs. The solution was optimized.”
Anonymous
EVP of Technology
Date: 08/19/2025