AI-powered systems for organic growth at scale.
Stop using AI. Start building AI systems.
There's a difference between using ChatGPT and having a content engine that researches, writes, designs, and publishes across every channel — on brand, on strategy, on autopilot. We build the second one.
Trusted by teams who value systems over shortcuts.
Needle
NeedleNeedleNeedleNeedleNeedleYou're not automated. You're just faster at doing it manually.
You've adopted AI tools. Your team writes prompts, generates drafts, edits outputs, reformats for each channel, creates images separately, schedules posts manually. You've added AI to your workflow. You haven't replaced the workflow itself.
Tool-by-tool chaos
Your content process involves 6 tools, 14 browser tabs, and a spreadsheet holding it all together. Every piece of content requires manual handoffs between research, writing, editing, design, and publishing. AI made each step faster. Nobody connected the steps.
Scale means more people, not more systems
When you need more content, you hire more people. Each person brings their own prompts, their own quality bar, their own interpretation of the brand voice. Output scales linearly with headcount. Costs scale with it.
Brand consistency breaks at speed
The faster you produce content, the more it drifts from your brand. AI-generated images don't match your design system. AI-written copy doesn't match your voice. Quality review becomes the bottleneck that kills the speed advantage you were trying to gain.
From brief to autopilot in 6 weeks.
AI automation systems are infrastructure builds. The system is production-ready in 6 weeks. Four phases. Each builds on the last.
System design
We map your content strategy, brand guidelines, channel requirements, and integration points. We design the complete system architecture — every workflow, every decision point, every output format.
- Content strategy and brand review
- Channel requirements and integration mapping
- Complete system architecture design
- Workflow decision tree documentation
Build and configure
We build every workflow, configure every AI model with your brand voice, set up image generation with your design system, and connect to your publishing platforms.
- n8n workflow construction and testing
- AI model configuration with brand voice profiles
- Image generation pipeline with design system rules
- Publishing platform integrations
Test and calibrate
We run the full system end-to-end with your real content strategy. You review outputs, we calibrate. We iterate on voice accuracy, image quality, format precision until it matches your standard.
- End-to-end system testing with live content
- Brand voice calibration and refinement
- Image quality and format validation
- Multi-channel output review
Launch and train
System goes live. We train your team on monitoring, adjustments, and the quality review interface. Full documentation delivered. We monitor alongside you for the first production cycle.
- Production deployment and go-live
- Team training on monitoring and adjustments
- Complete system documentation
- First-cycle monitoring and support
What you own when it's done.
Complete system architecture blueprint
Brand voice configuration and AI model training
Multi-channel content workflows (blog, LinkedIn, X, Instagram, newsletter)
On-brand image generation pipeline
Quality gate and approval system
Publishing automation across all platforms
Monitoring dashboards and alert systems
Full system documentation and team training
Post-launch support and calibration
Error handling and fallback logic
Built for teams ready to systematize content production.
This is for you if:
- You're producing content manually across multiple channels and the process doesn't scale
- Your team spends more time on production logistics than strategy
- Brand consistency is deteriorating as you try to move faster
- You want to own the automation system, not rent access to a SaaS platform
- You're ready to invest in infrastructure that produces content at 10x your current velocity
This probably isn't for you if:
- You haven't defined your content strategy or brand voice yet
- You need a one-off batch of content, not a system
- You're looking for the cheapest possible AI content generation
- You want to outsource content entirely with no internal oversight
Frequently asked questions.
That's the whole point of building a system instead of just using tools. Your brand voice, style guidelines, and quality standards are coded into every step. The system doesn't guess your brand — it's constrained to it. You set the quality gate: full autopilot for low-risk content, human review for everything else. Most clients start conservative and expand automation as they see consistency.
Those are generation tools — they help create individual pieces faster. We build the system around and beyond them. If your team is happy with a particular generation tool, we integrate it into the workflow. The value isn't in which AI writes the draft. It's in the orchestration that turns one strategy into dozens of published, on-brand, multi-channel content pieces without manual intervention.
Typical running costs are EUR 200-500/month for AI API usage, image generation credits, and hosting the automation platform. That's for 60-80+ content pieces per month across all channels. Compare that to the salary of even one junior content marketer.
System builds typically run €5,000-€15,000 depending on complexity, number of channels, integration requirements, and the level of brand voice calibration needed. Discovery scopes the full build so you know the exact investment before committing. Most clients see positive ROI within 2-3 months of the system going live.
We build on n8n, which connects to virtually anything with an API — your CMS, social media schedulers, CRM, email platform, analytics tools, Slack, Notion, Google Workspace. If you use it, we can integrate it.
Production-grade systems have error handling built in. If an API fails, the system retries. If it can't recover, it flags the issue and routes to human attention. You get monitoring dashboards and alerts. We provide post-handoff support to ensure stability during the first months of operation.
With proper brand voice training and quality constraints — yes. But "good enough" is your call. We calibrate the system against your existing best content and iterate until the output meets your standard. Many clients use a light human review for the first month, then shift to spot-checking as confidence builds. The system improves with feedback.
Ready to build your content machine?
We'll design a custom AI automation system for your organic growth — your brand, your strategy, your channels, your ownership. Book a system demo and we'll show you exactly what's possible.
No lock-in. Full system ownership. Production-grade automation.