Bild: KI-generiertWITH EXPERIENCE.
WITH ENTREPRENEURIAL SPIRIT.
Understand.
Develop.
Deliver.
Building together.
Taking responsibility.
AI VALUE BUILDING
Complex processes. Still only poorly solved.This is exactly where we start.
These are the processes involving many departments, systems and partners. Too layered for conventional software, too costly for your team. We turn them into a working solution — and, where it holds, into a new business.
EXPERIENCE FROM WORKING WITH
01 / THE STARTING POINT
You know the bottleneck.We unlock the potential.
The work that gets stuck is the work full of exceptions: reading documents, assessing cases, coordinating with several parties, documenting everything. Every exception costs time. Together we clarify where AI creates the greatest economic value.
Your expertise, your data and your market access are the raw material. We contribute technical capability and experience in building companies. This creates practical solutions — and, where worthwhile, new business models.
02 / WHY IT HAS NOT BEEN SOLVED
Digitalisation simplified a lot.The complex work stayed behind.
Four reasons why exactly these processes are still done by hand — and what has changed now.
01
Many parties involved
Departments, sites, suppliers and authorities coordinate by email, phone calls and spreadsheets. No workflow tool captures that fully, because it unfolds differently in every case.
WHAT IS POSSIBLE NOW
AI follows the coordination, summarises the current state and prepares the next step. The potential is greatest exactly where many parties are involved.
02
No reliable data basis
Data sits in separate systems, in PDFs, in mailboxes, sometimes only on paper. Conventional digitalisation needed clean, structured data — and failed on precisely that.
WHAT IS POSSIBLE NOW
AI works with unstructured sources: documents, emails, minutes, free text. It connects what used to be separate without standardising everything first.
03
Too many special cases
Fixed rule sets break on every exception. The more exceptions, the higher the maintenance — until the team goes back to doing it by hand.
WHAT IS POSSIBLE NOW
AI assesses the individual case in its context and proposes a classification instead of working through rigid rules.
04
Judgement, not clicks
Automation ends where a professional assessment is required. Yet that is where most of the effort sits.
WHAT IS POSSIBLE NOW
AI prepares the decision, backs it with sources and documents it. Your specialists still decide and remain responsible.
Not every complex topic can be solved this way. That is why we check before every project whether the data, the parties involved and the value fit together — and say so openly when they do not.
03 / AI VALUE BUILDING
One concrete problem.Three levels of value creation.
Each level creates its own value. A spin-off is one option.
04 / FROM PROBLEM TO PRODUCT
IN DEVELOPMENT
PV LENS — IN COOPERATION WITH APOGEPHA
Automatedadverse event monitoring.
Pharmacovigilance is a legally mandated process, but highly complex: more than 1,000 reports a year, every one an individual case, information from many sources — and for years not sensibly automatable.
Together with Apogepha we are developing PV Lens, an AI solution for adverse event monitoring. Manual effort goes down and the existing team handles more cases. This has also grown into a market solution for mid-sized pharmaceutical companies.
The intended impact at a glance
AI supports the processing. The professional assessment remains the responsibility of the specialists.
ILLUSTRATIVE TARGETS ON THREE LEVELS
The following figures illustrate possible targets. They are neither agreed with Apogepha nor proven by project results.
01 / WORKFLOW
−40 %
Less manual effort.
Illustrative target for the six-month pilot: reduce manual processing time per monitoring case by 40% compared with the previous procedure.
02 / COMPANY
+50 %
Handle more cases.
Illustrative target after rollout: handle 50% more cases with the same team size while at least maintaining professional quality.
03 / MARKET
EUR 10m+
Enterprise value of the market solution.
Illustrative value scenario after three to five years of successful business development. The spin-off is planned; a valuation at this level is neither proven nor forecast.
Bild: KI-generiertPEOPLE.WHO MAKE THINGS HAPPEN.
05 / YOUR ENTREPRENEURIAL PARTNER
AI expertise paired with entrepreneurship.AI Value Building.
Since 2022 we have supported companies as an AI studio — from strategic direction to technical and operational delivery. We build products, test business models and support the creation of new business fields.
Entrepreneurship
We assess initiatives from the customer, market and results perspective.
AI expertise
We know the methods, their limits and the path from model to reliable application.
Domain expertise
We dig deep into your professional processes — regulatory requirements included.
Technical delivery
We build software and AI applications and integrate them into existing systems.
Our platform vntrAI
Our own AI platform supports innovation initiatives and the building of new businesses.
06 / BOOK AN INITIAL CALL
Book an initial calland identify your potential.
We look at your process, assess the AI potential and show what can realistically be delivered and when.
01
Initial call
Getting to know each other, understanding the situation, clarifying expectations.
02
AI potential analysis
We analyse your process: people involved, data, effort and leverage.
03
Initiate delivery
Clear mandate, measurable goals, team and approach in place.
04
Delivery < 6 months
The solution goes live and delivers measurable impact.