PREECURSOR
Capabilities

Applied builds

Agents, retrieval, and eval harnesses — production AI systems shipped by engineers who own the outcome, not a slide.

Overview

Where applied builds earns its place

This is the core of the studio: we build the system, not the deck. Our engineers ship retrieval pipelines, agents, and the eval harnesses that keep them honest — production-grade from the first sprint, instrumented so you can see exactly what it is doing and what it is worth.

What we do
01
Retrieval & grounding
RAG pipelines that put your own data behind every answer, with citations and freshness you can trust.
02
Agents & workflows
Tool-using agents that complete real multi-step work, scoped to fail safely and escalate when unsure.
03
Eval harnesses
Task-level evals and regression suites so quality is measured, not asserted — and stays measured as models change.
04
Production hardening
Latency, cost, observability, and rollback built in from the start, so the prototype is already the foundation.

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