Custom AI systems

AI built around your operation.

When the workflow needs more than an off-the-shelf tool, we design and build the system with your team.

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What we deliver

Built around
your workflow.

Understand the workflow

Map the task, constraints and existing systems with the people who own the operation.

Connect the data

Build the integrations and permission boundaries needed to work with approved sources.

Engineer & evaluate

Develop the interface, agents and tools. Test against the tasks and outcomes you agree with us.

Deploy & hand over

Release with monitoring, documentation and training, and agree ongoing ownership.

The boundary

What it can reach.
What it cannot.

A security review stalls when nobody can answer this precisely. We design the boundary before the interface, so the answer is a diagram rather than a conversation.

Inside the boundary

Approved data sources, scoped per role
Integrations with permissions you already maintain
Tools the system is explicitly registered to call
Evaluation against your own test cases

Refused by default

Sources it has not been granted
Fields the requesting role may not see
Publishing, sending or approving anything
Free-form queries against the underlying store

Consequential actions queue for a named person.Routine steps run automatically. Anything with blast radius stops and waits — which is the part that makes the automatic steps acceptable.