Data Engineering & Platforms

Platform Capability

PostgreSQL

Open-source. Battle-tested. The operational database that powers production AI.

Discuss a PostgreSQL project

What it is

PostgreSQL is the world's most advanced open-source relational database — and with pgvector, it has become a first-class vector store for AI applications. We use it as the operational backbone for applications, APIs, and RAG pipelines where you do not want a proprietary database bill.

When we recommend it

  • You are building an application or API backend and need a reliable, cost-effective operational database.
  • You want vector search for a RAG pipeline and do not want to pay for a dedicated vector database.
  • You are replacing an expensive Oracle or SQL Server licence with open-source without sacrificing reliability.
  • Your time-series or IoT workloads fit PostgreSQL + TimescaleDB better than a full analytics warehouse.
  • You need a single database that handles both transactional queries and embedding lookups for AI.

What we deliver

Our PostgreSQL capabilities

Production Database Architecture

Schema design, indexing strategy, partitioning, and connection pooling (PgBouncer) for high-throughput operational workloads.

pgvector for AI & RAG

Vector embeddings stored and queried natively in PostgreSQL using pgvector — the simplest path to semantic search and RAG without a dedicated vector database.

PostgreSQL as Analytics Layer

TimescaleDB for time-series, columnar storage extensions, and analytical query tuning — PostgreSQL as a cost-effective alternative to managed warehouses for moderate-scale analytics.

Performance Tuning & Query Optimisation

EXPLAIN ANALYSE-driven query tuning, index strategy, vacuum/autovacuum configuration, and connection management for databases under production load.

Migration to PostgreSQL

Schema and data migration from Oracle, MySQL, SQL Server, or legacy databases — including stored procedure translation and application-layer cutover.

Managed PostgreSQL on Cloud

Deployment on AWS RDS / Aurora, Azure Database for PostgreSQL, or Cloud SQL — with automated backups, HA configuration, and read replica strategy.

Working with PostgreSQL?

Tell us where you are and what you are trying to build. We will be straight with you about whether PostgreSQL is the right tool for it.

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