Generative AI

Copilots and agents onfrontier models

We build production-grade generative AI — copilots, retrieval-augmented assistants, content engines and autonomous agents — grounded in your data and hardened with the evaluation, guardrails and cost controls real users demand.

Overview

From demo to dependable

A flashy prototype is easy; a generative AI product people trust every day is not. The gap is grounding, evaluation and guardrails — making sure answers are accurate, on-brand, safe and cost-effective at scale.

We connect models to your knowledge with retrieval, measure quality with real evaluation harnesses, and wrap everything in the safety, observability and cost controls needed to run in production on the latest Claude and other frontier models.

  • Answers grounded in your data
  • Measured, evaluated quality
  • Safety & brand guardrails
  • Predictable, controlled costs

What we deliver

Generative AI capabilities

Everything needed to take a generative idea into a reliable, cost-aware production product.

LLM Apps & Copilots

LLM Apps & CopilotsIn-product assistants that help users write, search, summarize and decide.

RAG Systems

RAG SystemsRetrieval pipelines that ground answers in your documents and data.

Prompt Engineering & Eval

Prompt Engineering & EvalSystematic prompting plus evaluation harnesses to catch regressions.

Fine-Tuning & Routing

Fine-Tuning & RoutingTune or route across models to balance quality, latency and cost.

Content Generation

Content GenerationOn-brand engines for copy, images, code and structured content at scale.

AI Agents

AI AgentsTool-using agents that plan and execute multi-step tasks reliably.

How we work

Explore to launch

01

Explore

Frame the use case, pick models and define what “good” looks like.

02

Prototype

Stand up a working slice fast to validate quality and user value.

03

Harden

Add retrieval, evals, guardrails, observability and cost controls.

04

Launch

Ship to production and iterate on real usage and feedback.

Let’s build together

Have a generative AI idea?

From a first prototype to a hardened production app — tell us what you want to build and we’ll help you ship it.

IdeasTechnologyTrustReal impact