AI tooling for engineering and content teams.

We build and integrate AI-based tools for code, infrastructure and content, helping teams improve quality, scalability and clarity without outsourcing.

What We Do

Cerebr8 works across three core areas, always using AI and automation where it actually adds value.

Engineering & Infrastructure

We work with existing codebases and platforms to identify risks, bottlenecks and opportunities for improvement. This includes analysis, recommendations and development work where it makes sense.

Content & Publishing

We help teams improve how content is produced and maintained. This includes automated content generation, content QA, consistency checks and improvements to existing content systems.

AI Tooling

We build and assemble custom AI tools and binaries, integrate them into existing systems and workflows, and train internal teams to use them long-term.

How We Work

We don't replace teams. We strengthen them.

01

Understand

We start by understanding how your systems and teams work today.

02

Build & Assemble

Based on that, we build or combine the right AI-based tools.

03

Integrate

We integrate them directly into your environment.

04

Train

We train your team to use them independently.

What We Are Not

Cerebr8 is deliberately not a traditional agency or consultancy.

Classic Outsourcing

We are not classic outsourcing where work disappears into a black box.

Generic AI Consulting

We are not generic "AI consulting" or slideware.

Off-the-Shelf Tools

We are not selling off-the-shelf tools repackaged as something custom.

Our Focus

Building and applying our own carefully developed tools that integrate into your systems.

With teams

Leave them stronger and more independent

Without internal resources

Take responsibility for delivery with consistent standards

In all cases

Clarity, quality and long-term maintainability

Who We Work With

We work with a broad range of companies, typically falling into one of two groups.

Companies with existing engineering or content teams

These teams want to benefit from AI but do not want to build and maintain complex tooling from scratch. We integrate our tools into their systems and workflows and enable their teams to use them independently.

Companies without in-house technical or content teams

For smaller or less technical organisations, we provide the same tooling as a service. In these cases, we operate and maintain the tools ourselves and deliver results directly, without requiring the client to build internal capabilities first.

Across both groups, we usually work with companies that:

care about quality, risk and scalability

want pragmatic solutions rather than experimentation for its own sake

prefer ownership and understanding over dependency

Engagement Models

We work in two primary engagement models, depending on a company's setup and needs.

In both cases, the underlying tools and approach are the same. The difference is who operates them day to day.

AI that ships into your systems.

If you want to talk about your setup or explore whether this makes sense for your team, get in touch.

Get in touch