Data & AI Infrastructure
AI is only as good as what it can see and reason over. If your data isn't structured, accessible, and reliable, the AI built on top of it won't be either. We address the foundation, not just the surface.
What This Involves
What we actually do
AI Readiness Assessment
Before building infrastructure, we assess what you have — data quality, structure, storage, and access patterns — and give you a clear picture of what needs to change before AI can work reliably on top of it.
Vector Database Design & Implementation
Vector databases underpin semantic search, RAG systems, and similarity-based retrieval. We design and implement vector storage that is fast, scalable, and built for the specific retrieval patterns your AI needs.
Semantic Search
Search that understands meaning, not just keywords. We build semantic search systems that return relevant results even when the exact terms don't match — useful for product catalogues, knowledge bases, and document libraries.
Data Pipelines for AI
Clean, consistent data pipelines that keep your AI systems current — ingesting, processing, and updating the data that AI depends on, without manual intervention.
AI-Ready Architecture
Architectural decisions made early have long consequences. We help teams design systems that will support AI workloads as they scale — avoiding the rebuilds that happen when AI is bolted onto systems not designed for it.
Is This Right for You?
A good fit if your situation looks like this
You have data spread across multiple systems, in inconsistent formats, and aren't sure AI can work with it as-is.
You are planning an AI build and want the infrastructure designed properly from the start.
You have an AI system that is slow, inconsistent, or returning poor results — and suspect the data layer is part of the problem.
You need search that actually surfaces relevant results, not just keyword matches.
Relevant Experience
PawsClick — Pet Health Data & Recommendations
Our pet care app uses structured health data and AI recommendations to help pet parents make better decisions about their animals' care.
Think this might be what you need?
Start with an AI Audit. We'll take a look at your specific situation before recommending anything.