Clean data. Redesigned processes. Model-agnostic architecture. Instead of slides, we ship systems that give your team hours back and grow your revenue. Entry point: the AI Impact Audit.
- Money-back guarantee
- Fixed engagement
- German hosting
- GDPR compliant · NDA standard
- Direct line to the architect
Mid-market companies burn hours.
In typing, in emails, in spreadsheets.
AI does it in minutes.
We build the systems that do it.
What we actually build
We don't speed up broken processes. We build the foundation AI actually holds onto.
Most AI projects don't fail because of the model. They fail because of what sits underneath: chaotic data, legacy processes, tool sprawl. We rebuild the foundation. Clean, scalable, model-agnostic.
01
Data first, models second
Before anything compute happens, the data foundation is in place: clean schemas, clear sources, documented pipelines. AI is only as good as what it sees.
02
Processes redesigned for AI
We don't turn 1980s processes into faster 1980s processes. We redesign them. AI does what it can. People do what they're paid to do.
03
Built model-agnostic
Anthropic Claude today. The next frontier model tomorrow. Maybe a local model the day after for compliance reasons. Our systems switch without a rewrite.
04
Built to scale, not patched together
Versioned migrations. Monitoring. Audit trails. Clean interfaces. What we ship today still holds in five years and grows with your business.
Built on
Enterprise platforms. No compromises.
What We Do
Three steps. Measurable output.
AI Impact Audit
Two weeks of deep analysis. We surface the top 3–5 levers with concrete annual savings in EUR, and show how we'd automate them.
System Design
We architect the right AI stack, scalable, integrated into your stack, vendor-lock-free. German hosting available.
Implementation
We build, we operate, we own the outcome. Implementation investment is clearly defined in discovery, with milestones, before code is written.
How the audit runs
From first call to a concrete savings plan in fourteen days.
No consultancy theatre. No workshop kabuki. We go deep into your processes, measure where the hours burn, and come back with hard numbers.
Discovery call
Thirty minutes. You describe the status quo, we honestly assess whether an audit makes sense for you. If not, we say so straight, no pitch.
Kickoff & read access
60-min workshop with leadership. We map your tools, data flows, pain points. NDA signed, read access granted to Microsoft 365 / Google Workspace / DATEV / SAP / your stack.
Data collection via our audit tool
Instead of interviewing everyone in person: your team gets a link on their phone. A 15–20 minute structured questionnaire, async. In parallel we pull read-only data from your systems. We measure real hours, not org charts.
Quantification
Per identified lever: conservatively calculated annual EUR savings. Implementation effort. Risk profile. Dependencies. All transparent, all documented.
Report & roadmap
60-min walkthrough call. Written report with top 3–5 levers, prioritized. Concrete roadmap. You decide whether, when, and with whom to implement, no implementation lock-in.
Capabilities
Eight areas where we give you hours back.
- 01 / 08
Workflow Automation
Connect repetitive processes across tools. Data flows that run without hands.
- 02 / 08
Document Intelligence
Capture, classify and route invoices, contracts and emails, automatically.
- 03 / 08
Customer Communication
Inbox triage, draft replies, dunning. You confirm, AI types.
- 04 / 08
Data Migration
Excel to database. Legacy systems to modern APIs. Clean, once, done.
- 05 / 08
Lead Generation
Research, qualification, personalized outreach. CRM-ready pipeline on autopilot.
- 06 / 08
Internal Tools
Bespoke dashboards and apps. Built for your processes, without SaaS bloat.
- 07 / 08
Reporting
Live numbers instead of Excel roulette. From raw stream to decision-ready view.
- 08 / 08
Decision Support
Models that suggest, they don't act alone. You decide. AI thinks ahead.
Substance
What we actually bring, before you sign.
We're a young studio, but technically deep. Here's what we bring:
We're small and deliberately small. You talk directly to the architect, not to an account-manager layer.
4+ years
Deep AI work
Hands-on with the first frontier models, long before they went public. Today: production workflows on Anthropic Claude and Azure OpenAI.
Enterprise stack
In production
Microsoft 365, Google Workspace, AWS, Azure, SAP, Snowflake, Salesforce, DATEV, Postgres. German hosting available.
70+ workflows
Self-built
From document intelligence to support triage to SAP/DATEV sync. Production code that has been running for months, not slides.
100%
Audit risk on us
If the audit doesn't deliver something substantial, you get your money back. Implementation investment is clearly defined before anything starts.
Live Calculator
This is how much you leave on the table today.
Conservatively calculated. Realistic assumptions from 50+ analyzed SMEs.
Assumption: 60% automation rate on repetitive work, 220 working days. Real savings are typically higher.
Use Cases
Industries where we deliver, measurably.
Sweet spot 5–80 staff · DACH · Service & admin-heavy operations
Proof
What our clients say.
"Visible Scale found three levers in two weeks that save us five figures a year. None of our previous consultants pulled that off."
— Managing Director, Tax Firm NRW
"Pragmatic, fast, no buzzwords. Finally someone who gets that we don't need robots, we need fewer emails."
— Owner, Property Management Düsseldorf
The Studio
Visible Scale isn't a consultancy. We're a build team.
Based in Düsseldorf, working exclusively with the DACH mid-market. Instead of slides, we ship systems, on enterprise platforms like Microsoft 365, AWS, Azure, and SAP. German hosting when you need it.
Small and deliberately small. No account-manager layer, no junior-senior ping-pong. Whoever works with us talks directly to the architects who also build the system.
- Focus
- Enterprise AI for the Mittelstand
- Based
- Düsseldorf · Germany
- Platforms
- Microsoft · Google · AWS · SAP
- Model
- Audit money-back · Clear milestones
FAQ
What we get asked.
A flat investment depending on the size and complexity of your operation. We discuss the actual number in a 30-min discovery call, and only quote it if the audit makes sense for you in the first place. Money-back guarantee always included.
Let's talk
Thirty minutes. No pitch. If we can't help you substantially, we'll tell you straight, and you'll have spent half an hour well.