Services
Modern Data Platforms & RAG
From ERP silos to an event engine. ACID data lakehouse. Zero-ETL.
Capabilities
What we build
ACID Data Lakehouse
Dynamics 365 F&O pipeline to Synapse Link to Apache Iceberg. ACID transactions on the data lake, time travel, schema evolution.
Zero-ETL Virtualisation
Dremio and Teiid to query heterogeneous sources without moving data. Federated queries across Dynamics, PostgreSQL, and S3 in a single view.
Event-Driven ERP
Azure Event Grid and n8n: Dynamics 365 transitions from passive silo to real-time event engine. Instant reaction to create, update, and delete events.
Full RAG Pipeline
Ingestion, semantic chunking, embedding, Weaviate, retrieval, LLM. Production-ready with deduplication and cursor pagination at scale.
Low-Code Data Admin
Budibase and Weaviate: administrative interfaces on vector DB with cursor-based pagination on datasets exceeding 10,000 records. No custom code.
Data Hub Pattern
Directus as API data hub with Budibase as the UI and automation layer. Application-level triggers versus database triggers for maximum flexibility.
FAQ