Real Projects. Practical Impact.

Real Projects. Practical Impact.

Shifted Code helps teams bring AI into production, modernize infrastructure, and improve delivery flow.
Here are a few examples of what we've built, optimized, or aligned.

Sprint Clarity™ Proof-of-Concept
Product Development

Sprint Clarity™ Proof-of-Concept

Remote Development Team

Challenge

CTO lacked visibility into sprint progress across remote dev team. Story scope and architecture were drifting.

Solution

Built a bot integrating Jira and GitHub, using LLMs to summarize PR activity and flag misalignment. Weekly digests provided stakeholder-ready insight.

100%
Efficiency Gain
$50K
Annual Savings
2 weeks
Implementation
500%
ROI

Technologies Used

OpenAI
LangChain
GitHub API
Jira API
Streamlit
"Stakeholder updates went from guesswork to clarity in <2 weeks. The visibility we now have into our development process is game-changing."
Alex Chen
CTO, RemoteTech Solutions

Project Background

A growing startup with a distributed development team was struggling to maintain visibility into sprint progress and ensure alignment between planned work and actual implementation.

Our Approach

1
Integrated Jira and GitHub APIs for real-time data collection
2
Implemented LLM-powered analysis of PR descriptions and commit messages
3
Created automated weekly stakeholder reports with key insights
4
Built misalignment detection algorithms for scope drift

Key Outcomes

Eliminated manual sprint reporting overhead
Reduced stakeholder update preparation time by 90%
Identified scope drift issues before they became blockers
Improved team accountability and transparency

Want Similar Results?

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More Success Stories

Explore additional case studies across different industries

Sprint Clarity™ Proof-of-Concept
Product Development

Sprint Clarity™ Proof-of-Concept

Remote Development Team

100%
Efficiency
$50K
Savings
Private Knowledge Base Chatbot
Enterprise Operations

Private Knowledge Base Chatbot

Internal Operations Team

400%
Efficiency
$200K
Savings
Cloud Data Pipeline Modernization
Data & Analytics

Cloud Data Pipeline Modernization

Analytics Team

80%
Efficiency
$500K
Savings

We Build Practical AI and Scalable Systems Without the Bloat

If you're facing delivery challenges, AI use case exploration, or aging infrastructure let's talk about a pilot or scoped engagement.