03 / Applied AI engineering

Useful AI, with the guardrails left on.

When the problem sits beyond documents and onboarding, we help teams move from a promising model demo to a dependable system their people can actually operate.

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RAG · Copilots · Workflow automation · Private deployments

Capabilities

Internal knowledge copilots

Give teams a grounded way to find policy, process, and product knowledge without creating a new risk surface.

Enterprise RAG systems

Design retrieval, evaluation, and citation layers that make generated answers useful and inspectable.

Workflow automation

Connect the repetitive work between inboxes, systems, and people with explicit states and handoffs.

Custom AI tooling

Build the narrow, high-leverage tools that off-the-shelf copilots cannot safely cover.

Governance by default

The deployment model is part of the product.

We make the choices around data boundaries, evaluation, observability, and human ownership explicit from day one.

Private VPC

Keep data in a governed cloud boundary.

Grounded retrieval

Citations and evaluation before launch.

Model flexibility

Choose the provider, model, or local runtime that fits.

Operational clarity

Know what happened when a response is questioned.

Have a system in mind?

We will help you separate the interesting from the deployable.

Talk through the brief