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Pick your Story:
Self-Employed Small/Medium Business

"Delegate the Routine. Liberate Your </Work-Life Balance>."

The Issue

Do you feel like drowning in red-tape overhead?

Do you want be less dependent on your staff?

Are you feeling the squeeze of a tougher market?

Do you doubt that AI is capable to assist your work?

The Solution

Your personal declaration of independence powered by </adaptive automation>

  • Automate recurrent tasks in your backoffice.
  • Delegate red-tape overhead to gain more time for customers.
  • Utilize automation to handle peaks in customer demand.
  • Make automation fueled by AI your first digital assistant.

Outsource your administrative burden to </Berlin>

  • Get your Berlin-based processing for your routine tasks.
  • Outsource a single, non-critical task for starters.
  • With more experience, outsource entire multi-step workflows.
  • Avoid surprises with transparent billing per processed dataset.

The Service

25 Years Technical project management experience
8 Years Classic automation & machine learning experience
2 Year Large language models (LLM) & transformers

I operate at the edge where standard tools start failing but the messy practice begins. I navigate ambiguities, incomplete information, and exceptions as part of my bread and butter business.

I track down the hidden value in your data and explore new heuristics to further increase your efficiency. </Tailor-made solutions>, not out-of-the-box promises.

I render your downstream processes seamlessly across different IT systems.

The Insight

Beyond the fuss: How can AI transform standard automation?

1. Specifications are the Asset

Code is just the byproduct. Specifications generated in formal but natural language with LLMs as a sparing partner allow for higher abstraction and easier reasoning. Revising specs is far more efficient than refactoring code.

2. The Adaptive Process in a Nutshell

01. The Constitution (The Rules)

Immutable business intent and "perfect" benchmarks serving as absolute truth.

02. Input Diagnosis (The Filter)

Classifies data deltas. Evolution (safe changes like formatting) is allowed. Corruption halts for human review.

03. Legislation (The Fix)

Generates new code for safe changes, ensuring backward compatibility.

04. Verification (The Score)

Validates output against the Constitution with a confidence score.

Start the Journey

Start outsourcing a small process to get the full experience. No setup fees, pay on demand.

or email directly: Mr. Iven Marquardt

Automation Experience Cloud

API Integration BMEcat CAMT Classification Clustering Converter Data Extraction DATEV E-Invoicing eCl@ss ETL Pipeline Financial Accounting Forecasts/Regression Mandatory Documentation OCR Outlier Detection Parser Recurring Posting Sentiment Analysis Time Series Analysis Transcription

Berlin :: From here we liberate your workplace

"Either you prompt or are left behind."

The capital as a symbol for the constantly struggling market forces.