PREECURSOR
Capabilities

Data & platform engineering

The pipelines, retrieval, and infrastructure AI actually runs on — built once, properly, so every model after it goes faster.

Overview

Where data & platform engineering earns its place

AI is only as good as the data and platform beneath it. We build the pipelines, vector and feature stores, and serving infrastructure that turn scattered data into a reliable substrate — so the first system ships sooner and every system after it ships faster.

What we do
01
Data pipelines & quality
Ingestion, transformation, and quality checks that make your data trustworthy enough to build on.
02
Retrieval infrastructure
Vector, search, and feature stores designed for grounded, low-latency retrieval at production scale.
03
Serving & integration
Model serving, gateways, and APIs that slot AI into your existing systems without a rebuild.

Let's put this to work

Tell us the outcome you are aiming at. We will scope the build, the timeline, and what it is worth — candidly.

See our work