- • Software for management of EV charging stations
- • Funded by BMW iVentures
- • Operates 4.5M+ charging sessions
Join the age of practical AI
We build end-to-end AI solutions that leverage existing data to its fullest potential
AI Consulting
and ML Development
a team of AI technology experts specializing in AI consulting and developing ML algorithms
As part of Anthill we naturally extend our software services with proprietary AI solutions
Anthill
VALUE POINTS
Case
Studies
- • Charger users anxious about station availability
- • Station crowding at peak times
- • EV Station operators cannot set dynamic rates and plan repairs
- • Planning and balancing issues for grid operators
Predict Usage of EV Charging Stations with AI
State-of-the-Art Algorithms
• Build upon existing academic AI research with papers as recent as 2022
Hybrid Model
• Combining domain knowledge and AI raised prediction accuracy from 70% to game-changing 85%
Minimally Invasive
• We accessed only the necessary data and integrated the solution without disrupting existing processes
- • Seamless EV charging experiences
• Efficient trip planning
For Station Operators:
- • Maximize profits through dynamic rates
- • Plan repairs during downtime
- • Solution leveraged customer’s existing infrastructure and partnerships
- • 85% prediction (business applicable) accuracy for stations in Europe
- • MLOps retraining pipeline to handle data drift* and ensure long-term performance
- • Top 10 medical device company
- • High-end German optical devices
- • Global reach
Traditional QA:
- • Manual inspection of endoscopes for blurring, contamination, misalignment
Challenges:
- • Time-Consuming
- • Subjective
- • Costly
AI-Powered QA for Production of Optical Devices
Hybrid Algorithm
• Combining traditional computer vision with domain-specific measurements
Integration of MTF
• Modular Transfer Function for measuring endoscope blur compatible with manual inspection
In Line with ISO13485
• ISO protocol for medical devices – 2000 page compliance validation
- • Faster QA
- • Eliminated human bias
- • Recall/Rework reduction
- • Automated compliance
- • Benchmarked against industrial-grade software
- • 100% replicability through ISO-mandated testing
- • In-Browser proprietary solution in line with medical regulations
- • On-Premises Hosting avoiding international compliance problems