5. We help companies solve business problems related to images and text!
What luminovo has been doing so far
Consulting Solution Development
Profitable and 100% bootstrapped
LABELING EXTRACTIONMONITORING
6. We created substantial value for clients
Youth
protection
screening
ID
authentication
via video
96% in costs per ID 60% automation rate
Other happy clients
Functional chip
verification
60% in R&D costs
7. Co-Processing
By that, we build our Hybrid Technology as a
cornerstone for Cognitive Process Automation
Full Automation
Cognitive Process Automation
by our
Hybrid Technology
suited for
human-centered workflows
suited for
real-time cases
8. Faster
deployment &
market
readiness
Four key advantages when using our Hybrid
Technology for Co-Processing
Seamless
process
integration
Client IP & data
ownership
Continuously
learning
& adapting
Client
Luminovo
Stepwise offline
learning
Co-processing
learning
12. $29bn
by 2026
Robotic Process
Automation
Labelling Platform
Providers
Cloud Service
Providers
How our solution compares to the workflow
automation market
Labeling first
Click-flow problems
Developer tools
13. $29bn
by 2026
Robotic Process
Automation
Labelling Platform
Providers
Cloud Service
Providers
Data-type
Specific Solutions
How our solution compares to the workflow
automation market
Labeling first
Click-flow problems Mostly legacy
Developer tools
14. $29bn
by 2026
Robotic Process
Automation
Labelling Platform
Providers
Cloud Service
Providers
Data-type
Specific Solutions
We value model ownership and IP of the client
How our solution compares to the workflow
automation market
Labeling first
Click-flow problems
Developer tools
Mostly legacy
15. We are now focusing on co-developments with
established partners to push for productization
Vertical Horizontal
16. We are now focusing on co-developments with
established partners to push for productization
Vertical Horizontal
Health Legal Insurance
17. We are now focusing on co-developments with
established partners to push for productization
Vertical Horizontal
Health Legal Insurance
Document
Mining
18. We are now focusing on co-developments with
established partners to push for productization
Vertical Horizontal
Health Legal Insurance
Document
Mining
All leveraging our Hybrid Technology
22. At luminovo.ai we focus on deep learning
Program that performs
tasks normally requiring
human intelligence.
AI systems that
learn from
experience /
data.
ML systems that
use (deep) artificial
neural networks.
Rule-based
systems
Artificial Intelligence
Machine Learning
Deep Learning
Traditional ML,
Statistical
methods
23. We are completely bootstrapped and growing rapidly
Quarterly Net Revenue (EUR thousands)
0
50
100
150
Q1 (2018) Q2 (2018) Q3 (2018) Q4 (2018)
200
250
159
76
35
22
189
Q1 (2019)
121
176
Q2 (2019)
300
24. Our solution scope
We help corporations to integrate AI into their core products and business processes
Activity
Recognition
Image Classification
& Segmentation
Object Tracking
& Detection
Computer Vision
Entity
Recognition
Document
Classification
Content
Extraction
Natural Language Processing
Anomaly
Detection
Time Series
Analysis
Other
Automated
Control
25. Infineon designs and produces chips. Chip
verification requires lengthy testing to reach
functional coverage.
We built an unsupervised novelty detection
algorithm that reduced redundancy in
simulations.
60%
in R&D costs
3 months
earlier time to market
2.4mn
computational
hours saved
We save time and money in production
CASE STUDY IN ELECTRONICS
26. IDNow verifies ID Documents. They did this by
live video authentication with human experts.
We built a deep learning model that checks the
validity of holograms from video to prevent fraud.
96%
in costs per ID
from €2.5 to €0.1
New product line
AutoIdent
New market:
cheaper product,
higher margins
We create the opportunity to enter new markets
CASE STUDY IN SECURITY
27. ProSiebenSat.1 needs to scan media content for
nudity. They do it by sampling and risk incurring
huge fines.
We built a model that automatically scans nudity
in all media content and gets feedback from
humans to keep learning.
30%
automation rate from
first model
2 months
to build and integrate a
ready-to-deploy model
We make existing workflows easier, and smarter
CASE STUDY IN MEDIA
28. Input Output
Galileo 27.02.2019 - Scene 177
Partial Nudity
Raw Nudity
Blood Violence
SS-bolts
General Violence
Swastika
Other nationalist sym.
Safe content
Standard workflow
29. DL Model
Confidence
Threshold
Data & Model
Mgmt
Galileo 27.02.2019 - Scene 177
Raw Nudity
20%
Partial Nudity
70%
Other
10%
Input Output
The hybrid system continuously learns solely by human feedback!
Supercharged with Hybrid Learning
30. We support during the whole deep learning cycle.
MODEL
ARCHITECTURE
MODEL
TRAINING
MODEL
EVALUATION
DATA
SOURCING
DATA
LABELING
DATA
VERSIONING
MODEL
VERSIONING
MODEL
DEPLOYMENT
PREDICTION
MONITORING
SCALING
HARDWARE
We rely on open source frameworks, introducing best-practices for our clients