Case Studies

Measurable Results, Reusable Components

Real projects where we delivered private AI copilots, modular data infrastructure, and collaboration platforms—with clear ROI and component reusability.

Enterprise RAG System with Hybrid Search & Knowledge Graph

RAG • Knowledge Graph • Vector Search • Enterprise Search

Deployed intelligent documentation system combining vector search, knowledge graphs, and semantic understanding for instant enterprise knowledge retrieval.

Key Metrics:
time To Value: 6 weeks
users: +15
search Accuracy: 95%
Impact:
  • 90% reduction in documentation search time
  • Hybrid search across 1TB+ of company docs
  • Knowledge graph automatically maps relationships
  • Integrated with existing documentation workflows

Company-Wide LLM Copilot Integration Platform

AI Copilot • Platform Integration • Workflow Automation • Private AI

Built private AI copilot integrated across Slack, Holded, Notion, GitLab, and HR systems with unified context and workflow automation.

Key Metrics:
time To Value: 8 weeks
Platforms Integrated: 5
automation Rate: 45%
Impact:
  • 45% of routine queries automated
  • Frictionless system for documentation and search
  • Single AI assistant across all tools
  • EU GDPR compliant, on-premise deployment

AI-Powered Smart Employee Scheduling System

HR Tech • Smart Scheduling • Workforce Optimization • Predictive Analytics

Developed intelligent HR panel with LLM-driven scheduling optimization, skill matching, and predictive workforce planning integrated with existing HR workflows.

Key Metrics:
time To Value: 5 weeks
schedule Optimization: 40% improvement
conflict Reduction: 75%
Impact:
  • 40% improvement in schedule optimization
  • Automated skill-based task assignment
  • Predictive workforce capacity planning
  • Reduced scheduling conflicts by 75%

Outcomes Across Projects

4-8 weeks
Average time to MVP
180%+
Average ROI in year 1
3x
Component reusability
100%
EU compliance ready

The Modular Advantage

Our components aren't one-off solutions. They're designed to be reused, adapted, and scaled across your organization.

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Build Once, Use Many Times

Data pipelines, AI models, and governance tools that work across departments and projects.

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Faster Subsequent Deployments

Second and third projects deploy 3-5x faster using proven, tested components.

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Lower Total Cost of Ownership

Shared infrastructure means lower maintenance costs and easier upgrades.

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