AI content systems

Less repetitive content work.More room for decisions.

Custom systems for content production, analysis and approvals, built around your information and tools. Start with the task your team repeats every week.

A short brief first. Book a call afterwards if you want to.

Content workflowIllustrative workflow

Start from the sources and systems your team already uses.

01

Your tools and information

Start from the sources and systems your team already uses.

02

Human approval built in

Keep clear review points before export or publication.

03

A workflow you can operate

Get documentation and handoff for the agreed custom build.

Connect approved inputs to reviewable drafts, reports and exports. We scope the integrations and human checkpoints first, then build a workflow your team can operate. Model usage, hosting and software are scoped separately.

Scoped deliverables

Scoped source and tool integrations
Human review and export steps
Operating documentation and handoff

How We Work

01

System audit & content strategy

typically 3–5 days

We map your catalog, channels, and cadence, then define the content pillars and formats your system needs to produce: product visuals, ad variations, social posts, on-brand copy. This becomes the blueprint for everything that follows.

You approve: You review and sign off on the content pillars, formats, and scope before we touch a single pipeline.

02

System architecture

typically 3–5 days

We design the pipelines, agent roles, and data sources around your catalog and existing tools: what talks to what, what triggers what, where your assets live. No black box: you see the blueprint before we build it.

You approve: You approve the system architecture and data flow before development starts.

03

Agent build

typically 1–2 weeks

We build the custom AI agents, powered by Claude Code and our own agentic tooling, wired into your tools and catalog. Each agent handles a specific job, from drafting copy to generating product visuals to assembling ad variations, and we test each one against real inputs from your brand.

You approve: You see working output from each agent and confirm it's producing usable results before we move to brand training.

04

Brand training & iteration

typically 3–7 days, folded into the build

We tune the system on your voice, guidelines, and product knowledge, then run it against real briefs and iterate until the output consistently sounds and looks like you, not like generic AI.

You approve: You review sample output across formats and confirm it's ready for handoff. We keep iterating until you're satisfied.

05

Handoff & ownership

typically 2–3 days

You own the custom code and configuration delivered for your project. Existing components and third-party tools remain licensed. API/model usage, hosting and software costs are extra. System Care is optional.

You approve: You confirm the system is fully operational in your accounts and your team is trained before we close out the engagement.

How You Work With Us

One-Time Build

€1,990 total includes the blueprint and a working workflow for one brand, one approved source and one text output format, with human approval and export. Client accounts, custom deliverables, operating guide, training and 30-day defect support. Automated video, complex migration and additional integrations excluded.

  • Fixed-scope system build, typically 2–4 weeks depending on complexity
  • You own the custom code and configuration delivered for your project. Existing components and third-party tools remain licensed. API/model usage, hosting and software costs are extra. System Care is optional.
  • Team training included at handoff
  • No retainer, no SaaS lock-in

Ongoing Iteration

€490 / per month. Model and version updates as the underlying tools change Prompt tuning as your catalog and brand evolve One scoped revision to an existing workflow per quarter. New features and integrations are quoted separately. A monthly async check-in

  • Model and version updates as the underlying tools change
  • Prompt tuning as your catalog and brand evolve
  • One scoped revision to an existing workflow per quarter. New features and integrations are quoted separately.
  • A monthly async check-in
Start here

Content Workflow Blueprint

€490

Blueprint credited once toward the €1,990 pilot if booked within 30 days; remaining balance €1,500.

€490 plans one workflow, one approved source and one text output format. Includes scope, acceptance criteria, running-cost estimate and pilot quote. Planning only, no working system.

What you get

  • You receive the planning document and specification. This offer includes no implementation, code delivery or working application.
  • Example: approved catalogue CSV → editable LinkedIn drafts → human approval → CSV export. The blueprint specifies this workflow; the pilot implements it.

Delivered in: Timeline agreed in the written scope before payment.

One consolidated revision within the approved brief. Production defects corrected free; new direction is separately scoped.

Start your brief
What it is

Owned Content Pilot

€1,990

Blueprint credited once toward the €1,990 pilot if booked within 30 days; remaining balance €1,500.

€1,990 total includes the blueprint and a working workflow for one brand, one approved source and one text output format, with human approval and export. Client accounts, custom deliverables, operating guide, training and 30-day defect support. Automated video, complex migration and additional integrations excluded.

What you get

  • Manual run control, editable drafts, approve or reject, and export. Invalid inputs show readable errors; retry a failed item without rerunning the whole batch.
  • You own the custom code and configuration delivered for your project. Existing components and third-party tools remain licensed. API/model usage, hosting and software costs are extra. System Care is optional.
  • Example: approved catalogue CSV → editable LinkedIn drafts → human approval → CSV export. The blueprint specifies this workflow; the pilot implements it.

Delivered in: Timeline agreed in the written scope before payment.

One consolidated revision within the approved brief. Production defects corrected free; new direction is separately scoped.

Start your brief

Workflows we can scope

Examples of custom workflow directions, quoted to your requirements. The €1,990 entry pilot covers one brand, one approved source and one text output format with human approval and export; it does not include every capability shown here.

Product Visuals at Scale

Generates on-brand product imagery across your catalog without a photoshoot for every SKU.

Ad Creative Variations

Produces hook, angle, and CTA variations ready for testing on Meta, TikTok, and Google.

Social Content

Turns your catalog and campaigns into a steady stream of on-brand social posts.

On-Brand Copy

Drafts product descriptions, captions, and ad copy trained on your voice and guidelines.

Campaign Variants

Adapts a single campaign concept into multiple formats and placements automatically.

Content Briefs & Prompts

Maintains the prompt libraries and playbooks your team can run and extend directly.

Performance Analysis & Reporting

Bring approved advertising or analytics data into reviewable reports that help your team decide what to change.

Reviews & Approvals

Route drafts, assets and feedback through clear human review steps before export or publication.

AI Content Systems FAQ

Which task should your team stop doing by hand?

Share your goal, current setup and priorities. We will agree the deliverables, timing and usage before production.

Start your brief