Generative AI

AI agents and copilots, grounded in your data.

We design and ship LLM-powered features that actually hold up in production: agents that take real actions, copilots that know your product, and retrieval pipelines that don't hallucinate your customers' answers.

What's included

Capabilities

01

Custom AI agents

Autonomous agents that complete multi-step tasks in your product or internal tools, with guardrails you control.

02

LLM integration

Wiring foundation models into your existing stack — chat, search, summarization, classification, and more.

03

RAG pipelines

Retrieval-augmented generation grounded in your own documents, tickets, or product data, with citations.

04

Evaluation & guardrails

Test suites and monitoring so you know when a model's behavior drifts before your users do.

05

MLOps & deployment

Training, evaluation, and deployment pipelines for any custom or fine-tuned models you need.

Stack

Tools and technologies we reach for.

OpenAIAnthropicVector DBsLangChainPythonVercel AI SDKPineconeEvals
Process

How we take this from brief to live.

01

Discover

Agents mine market and user data alongside our strategists to define scope in days.

02

Prototype

AI-assisted wireframes and a working demo you can click through in the first week.

03

Build & Train

Engineers and agents pair-build the product while custom models train in parallel.

04

Ship & Learn

We launch, then keep improving using real usage data and automated feedback loops.

Also explore

Pairs well with

Book a free consultation

Have a workflow that should run itself?

Tell us the task, and we'll tell you honestly whether an agent is the right tool for it.