We know what AI can do, what it cannot do, and how to deliver meaningful outcomes.
Our expertise spans predictive and generative AI across computer vision, reinforcement learning, and large language models.
1. Automated Service Bulletin Integration Using LLMs
OEM service bulletins arrive as unstructured PDFs with critical directives. Analysts must manually interpret and transfer this into a database with thousands of tables—a slow, error-prone process.
We built an LLM-powered system that parses bulletins (text & tables) and maps them to the database schema. It extracts inspection steps and parts, ensuring accurate, automated updates.
2. Knowledge-Graph Assisted RAG for Analytics
Retrieval relied on SQL-based RAG across 4,000+ tables, causing slow response times and inconsistent joins for complex analytical queries.
We introduced a Knowledge-Graph–assisted RAG pipeline. This parallel semantic layer improved retrieval precision, explainability, and query speed at enterprise scale.
3. RAG-Powered Automation of SAP Documentation
Manually drafting extensive Process Design Documents (PDDs) for SAP implementation is slow and inconsistent, relying heavily on consultants' memory of best practices.
A RAG-based LLM system that generates complete PDDs by retrieving from SAP best-practice libraries. It automates drafting, ensuring consistency and faster delivery.
4. Clean Core Enablement for SAP S/4HANA
Legacy custom code embedded in the SAP core increases technical debt and upgrade risks, violating Clean Core principles during migration.
We used LLM-assisted analysis to identify redundant code and migrate necessary extensions to SAP BTP, creating a lean, upgrade-friendly core.
5. AI-Powered Product Recommendation Engine
Customers struggle to find jewelry that matches their style in a large catalog. Traditional rule-based recommendations fail to recognize aesthetic similarities.
We built a CV-driven engine that understands visual attributes (motifs, finishes). It suggests "look-alike" and "complete-the-set" items, boosting engagement and conversions.
