Data & AI

AI pipelines that are robust and scale.

We wire intelligence into the data you already have — search, retrieval, and insight that's production-grade, monitored, and built to grow.

What we wire in

Intelligence, built on the data you already own.

🕸️

Graph RAG

Retrieval that understands how your data connects — not just keyword matches, but relationships, context, and meaning.

🔎

OpenSearch

Lightning-fast search and analytics over millions of records, with relevance tuned to your business.

🧠

Semantic search over SQL

Ask your own database questions in plain English. We translate intent into queries against your real tables.

💬

Review-sentiment analysis

Turn unstructured reviews and tickets into trends, alerts, and scores you can actually act on.

How a pipeline flows

From raw data to answers in context.

🗄️
Your sources
SQL, APIs, files, reviews
🔌
Ingest
synced & validated
⚙️
Transform
cleaned & enriched
🧬
Index & embed
vectors + search
AI layer
RAG, semantic, agents
🖥️
Your app
answers in context

Robust

Idempotent jobs, retries, schema checks, and alerting. When a source hiccups, the pipeline recovers — and we know before you do.

Scalable

Queues, batching, and incremental syncs that handle a few rows or a few hundred million without re-architecting.

Yours

It runs on infrastructure we own and maintain, against the data you already have. No lock-in, no mystery.

Sitting on data you don't use?

Tell us what you wish your data could tell you. We'll build the pipeline that makes it answer.

Start your rebuild