Example 01 · AI · Business Software
AI-powered Business Platform
This is a sample approach showing how MOKRIN would tackle this type of project. It does not describe a specific client engagement.
Problem
Operations teams spend hours searching documents, summarizing requests, and routing work by hand across disconnected tools.
- Knowledge spread across documents, email, and multiple internal systems
- AI answers had to be traceable to a source
- Sensitive actions required human review
Solution
A unified workspace with an AI assistant grounded in company knowledge, automatic request triage, and human approval for sensitive actions.
- Retrieval pipeline with permission-aware document indexing
- Assistant UX that always cites its sources
- Workflow engine with approval checkpoints and audit logs
Technology
- Next.js
- Node.js
- LLMs
- Vector Search
- PostgreSQL
- AWS
Result
Target outcome: faster responses and less manual routing, measured against a baseline captured before launch.
Measured results will be published once a project can be shared.
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