Custom AI Agents

Built From Scratch for Your Task, Not Configured From a Template

A template starts from a generic process and asks you to fit it. We start from the task you actually have — the systems it touches, the judgement calls it needs — and build the agent around that.

The Trade-Off

Template vs. Custom, Honestly

Neither is the wrong answer by default — they fit different situations. This is the trade-off as we see it, not a case against templates in general.

An Off-the-Shelf Template

Faster to stand up and cheaper upfront, because the logic and integrations already exist and you're configuring around them. Works well when your process is close enough to the generic one the template assumes.

A Custom Agent

Built around your actual systems and decision rules from the start. Costs more upfront and takes longer to reach launch, but there's no generic assumption underneath it to work around later.

What "From Scratch" Means

Four Things That Are Actually Yours

Decision Logic

Modelled on how your team actually judges a case, not a generic decision tree.

Integrations

Built for the specific systems you use, not a preset list of "supported" tools.

Escalation Rules

Set to match where your team actually wants to stay in the loop, not a default threshold.

Ownership

Delivered under a project statement of work, not licensed as a shared product across other clients.

Scoping

What a Good Brief Looks Like

The more specific the brief, the more accurate the estimate — and the shorter discovery takes.

The Task, Named Precisely

Not "handle support" but the specific question types, the specific action that resolves them.

The Systems It Touches

Which tools it needs to read from and write to, and whether each one has an API.

Where a Person Stays in Charge

The cases that should always go to a human, named upfront rather than discovered after launch.

Frequently Asked

Custom Build Questions

Why not use an off-the-shelf agent template instead?

A template is faster and cheaper because it assumes your process, your tools and your escalation rules look like everyone else's. Sometimes that's a fair trade. When the task is specific enough that a generic assumption breaks it — a particular sequence of systems, a particular decision rule — a custom build is what actually fits, rather than a template configured around its own limits.

Do we own the agent once it is built?

Yes — it's built for your systems, under a project statement of work, not licensed as a shared product across other clients.

What do you need from us to scope a custom build well?

A specific task, not a category. 'Handle our customer support' is a category. 'Answer billing questions from our help-centre articles and escalate refund requests over $200' is a task we can scope accurately. The more specific the brief, the more accurate the estimate.

Can a custom agent later become part of a larger system?

Yes. Most engagements start with one well-scoped agent. If it proves out and more of the process turns out to need automating, that can grow into several coordinating agents — see multi-agent systems — but starting small is normal and often the right call.

How is this different from workflow automation?

Every agent we build is custom, including workflow agents. This page is about the build model — bespoke, from scratch, owned by you. Workflow automation is about a specific shape of task — a multi-step sequence across several tools. The two overlap often: most workflow agents are also custom builds.

Tell Us the Task, We'll Tell You What Custom Actually Costs

A short call gets you a real, scoped estimate — not a template price with your name on it.