# Lead the greatest change in our working lives | Aprixity > Source: https://aprixity.run/en/ # The AI question is settled. AI is here to stay. Clear direction becomes an implemented first intervention. You retain every important decision. For owners and managing directors of manufacturing and service companies committed to premium standards, where coordination ties up time, margin, and customer focus. Assess your bottleneck APRIXITY / WHERE WE BEGIN Example of verifiable workAppraisals 1. 01You describe 2. 02We assess 3. 03You decide ## One concrete point is enough to recognize the direction. 2 minutes. 6 questions. One direction. 01**Resolve a bottleneck**02**Use AI where it creates value** ## Your operation works. As it succeeds, coordination grows. More cases bring more exceptions, handoffs, and decisions. Eventually, almost every case still needs a moment from the person who knows the full context. The operation keeps running, but work that shapes the future slips behind questions and approvals. 01 ### Knowledge concentrates in a few people The knowledge exists, but it is not available in the workflow. Questions, exceptions, and approvals wait for the same experienced people. Their attention goes into coordination while customers wait for an answer or decision. 02 ### New tools inherit the old workflow The interface changes, but information is still searched for, transferred twice, and clarified outside the system. The tool is new. The rework remains in the same places. 03 ### AI tests remain beside the operation Texts, summaries, and suggestions appear quickly. Without a clear process boundary, test criterion, and approval, it remains unclear which work disappears and which decision becomes more reliable. ## Leadership separates verifiable work from accountable judgment. ### 01**Compliance and listing readiness** Current work step Review documents and mark missing evidence against the required details. AI in the partial process AI organises the documents, checks known criteria, and prepares the listing. Human approval A person reviews open cases and approves publication. ### 02**Property review** Current work step Transfer information from documents and trace contradictions individually. AI in the partial process AI structures the available material, compares details, and exposes deviations. Human approval Professional judgment decides which deviation changes the next step. ### 03**Calculation and proposal** Current work step Collect values and check the assumptions for the draft. AI in the partial process AI prepares the calculation through the known rules and creates the proposal draft. Human approval Responsible people review the calculation and approve the commitment. Currently active in renovation consulting and real estate consulting, among other fields. [Renovation consulting](/en/sanierung)[Real estate consulting](/en/osiris) Assess your bottleneck ## I build what I use myself. My own first customer. ![Melvin Voigtländer](/images/melvin-portrait.jpg) APRIXITY / CUSTOMER 00 ### Melvin Voigtländer [](https://www.linkedin.com/in/melvin-voigtländer-9767ba192/) Founder of Aprixity Aprixity runs on my own knowledge graph and automations. I apply the same principle to my operation: understand the workflow first, bound the intervention, and test it against the real result. In the automotive industry, I saw how much knowledge a company can hold and how difficult it can still be to turn that knowledge into a clear decision. My MSc in Management and Information Systems at Cranfield University deepened this question academically. > With Aprixity, I make operational knowledge usable: for a concrete workflow, a verifiable decision, and a first intervention that we also implement. That is why I do not begin with technology selection. I show which step a system can carry reliably, which assumptions remain open, and where your approval stays. ### What you get from me: 1. 01 **A verifiable artifact in the real workflow** Assumptions, progress, and open boundaries remain visible. 2. 02 **Documented decisions** Written work keeps alignment short and traceable. 3. 03 **Control over consequential steps** Data access, responsibilities, and approvals are named explicitly. 4. 04 **A criterion defined in advance** We assess the intervention in the same workflow where we began. ### Tech Stack & Approach Stack Python • TypeScript • Neo4j • MCP Specialization AI-First Systems Architecture Approach Verifiable artifacts in the real workflow Focus Premium Services Hosting GDPR-compliant (Hetzner, DE) ## Automate logic. Unfold humanity. Verifiable work moves through the right workflow. That leaves more attention for people and responsible decisions. ### **THE PHILOSOPHY**When the path from input to result is clear, AI can speed it up and prepare execution. 01 ### Operational routine Starting point _50_**50** During growth _70_**30** 02 ### Target state Starting point _20_**80** During growth _20_**80** Verifiable system workHuman value work Verifiable work stays in the right workflow while human attention stays with judgment and relationships. **Direct recovered capacity toward what your customers choose you for:** 1. 01 Full attention in the client conversation 2. 02 Calm judgment for consequential decisions 3. 03 Quality stays visible and verifiable 4. 04 Leadership that carries relationships Technology works in the background. People remain visible where trust is built. ### **Make what should exist. Now you can.**With AI, your company can do more than shorten existing work. It can create what has been missing. [WHAT WE ASK TO BE MEASURED BY**An intervention must show which work disappears afterwards.**](/en/methodology#principle) ## Questions before the first step ### 01Is Aprixity a fit for our operation? ### 02Do we start with existing work or something new? ### 03Which case do we take first? ### 04What work can AI take on? ### 05What stays with people? ### 06What does the solution look like? ### 07How do data and approvals stay controlled? ### 08How do we know the intervention holds up? ## We guide you through the first step of this change. One workflow from your operation is enough. The check shows where work or value gets held up, which intervention should be tested first, and where your approval remains. Assess your bottleneck[Talk it through · 15 min](https://cal.aprixity.run/melvin-aprixity.run/catch-up)