ENGINEERING PROOF

See the problems we know how to solve.

Representative solution blueprints that show our technical approach. These are demonstration concepts, not claims of completed customer projects or verified client results.

DEMONSTRATION BLUEPRINT

Java monolith → modular Spring Boot

Challenge: Legacy dependencies, difficult releases and tightly coupled business logic.

Approach: Dependency audit, characterization tests, API boundaries, incremental migration and rollback planning.

Java 21Spring BootTestcontainers
Explore modernization →
DEMONSTRATION BLUEPRINT

Enterprise knowledge assistant with RAG

Challenge: Teams cannot quickly find reliable answers across approved internal documents.

Approach: Document ingestion, retrieval with source references, permission-aware search, evaluation and human oversight.

LangChain4jVector DBLLM
Explore AI integration →
DEMONSTRATION BLUEPRINT

Procurement document comparison

Challenge: Manual comparison of supplier submissions and purchase documents is slow and error-prone.

Approach: Structured extraction, classification, discrepancy flags, confidence checks and reviewer approval.

PythonJava APIsRAG
Explore automation →
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