Jonas Menesklou

Date: 30.10.2025 (2025-10-30)


Jonas Menesklou (30.10.2025) • https://www.linkedin.com/in/menesklou/ • Founder AskUI (4 years; 20 ppl) • Enable AI to control your desktop, mobile and HMI devices.

Questions: • Pitch my UI as an API solution first - emphasize we are early! • Feedback to pitch? • Their Most successful use cases? • Plan for the future? • Focus desktop vs. browser?

•	Do not build their own models
•	They did it earlier 
•	Large LLMs are better than own models 
•	AskUI: 
•	HC: a lot has to run locally 
•	Intro: 
•	Built a library Vision and Icon Identifier 
•	AgentOS 
•	Controller for desktop 
•	Multi display
•	Passworteingabe
•	Can be connected
•	Linux, MSFT, iOS, Android -> open source
•	I can test it 
•	Single step automation
•	Main use cases:
•	A lot of test automation for different cases 
•	Reliability of models was not there
•	LLMs are limited with large desktop context - e.g. SAP 
•	Getting people away from classic RPA 
•	Data extraction of documents is an important use case
•	They also have RPA in their tool and API
•	Order entry, data extraction etc. 
•	LLM opened tab via Command Tab
•	Caesar is for quick automation
•	Liability at big screens is a problem
•	A lot of customers want to use their own models 
•	Deterministic vs. LLM
•	Most people want LLM features except people want to have a very standardised workflow 
•	They do Caching -> there are different ways to do it 
•	Typical they cash positions
•	They use Playwright
•	Visual regression library to compare screenshots (pixel based comparison)
•	They want to do it on C++ level for performance 
•	They work mainly with enterprises -> 10k+
•	Speed of automations is a problem & reliability
•	They Focus on QA