Central operations
Bring robot deployments and operational visibility together in a customer platform.
AI & Robotics Engineering
Intelligence. Engineered to act.
Human expertise becomes robot capability. We engineer the skills that make machines useful.
CaptureSkillsWorkforce
Berlin · Built for real-world work
AI-generated concept illustration
GappAI Newsroom / In conversationIFA BERLIN · 2026
Physical AI · Cooperation discussions
Engineering the work beyond the robot.
The GappAI CEO and Yanlin Wang, AGIBOT’s Vice President, Sales — Europe, meet at IFA Berlin to discuss robot skills, real-world applications and potential cooperation.
Inside the AGIBOT discussions
Robot skills · Integration · Field pilotsMeeting: 5 September 2026
Unitree Robotics · Cooperation discussions
From humanoid platforms to real-world work.
GappAI met with Lyn Wang, Regional Manager at Unitree Robotics, at IFA Berlin to discuss robot skills, industrial integration and potential cooperation.
Inside the Unitree discussionsFEATURED INTELLIGENCENEW REPORT
GappAI Review / Q3 2026
GappAI Humanoid Intelligence Report — Q3 2026
Which humanoid platforms are moving closest to real-world deployment — and what does it actually take to turn a robot into a productive worker?
Explore the ReportGappAI ReviewIssue 01 / Out now
Physical AI. Business. Everyday life.
Tomorrow’s world of work.
Read it today.
What makes a robot useful? How will our work change? Explore the people, skills and decisions behind Physical AI in the first issue of GappAI Review.
Read the issue — freeOpen to everyone · No sign-up
Web articles in English and German · Magazine & PDF in English
Company news · Global expansion
GappAI to establish a Silicon Valley presence in 2027
Berlin remains our foundation. Silicon Valley will extend our reach.
01 / The GappAI intelligence loop
Human expertise. Robotic capability.
Learn. Deploy.
Learn again.
GappAI is building the Physical AI workforce infrastructure that turns human expertise into reusable skills and measurable robotic work — across supported robot platforms.
GappAICapture
Understand the work.
Structure expert demonstrations and permissioned robot data into evidence for learning.
Human demonstrations · Robot experience
GappAISkills
Engineer the capability.
Turn that evidence into training-ready data, policies, evaluations and versioned, reusable robot skills.
GappAIWorkforce
Put intelligence to work.
Deploy and manage skills on customer, partner or GappAI-controlled robots. Return field experience to the system.
Integration · Monitoring · Improvement
Every operation informs the next skill version.
Success · Failure · Intervention · Edge casesThe architecture behind the loop
Work Graph structures the work. Skill Core + Robot Adapters separate task intelligence from the machine. Skill Passport records the evidence for each supported configuration.
Explore the system architectureArchitecture defined · Engineering in development · Validation required for each release
Learn from humans. Deploy intelligence. Learn from robots. Repeat.
Cloud infrastructure / The foundation beneath the intelligenceEngineered in Berlin
Our intelligence.
Global foundations.
GappAI connects professional data, reusable skills and robotic operations through Capture → Skills → Workforce. Google Cloud is part of our technology stack. We are developing the customer cloud platform to manage deployments, distribute skill updates and turn operational data into insight.
Explore infrastructure & data governanceIntelligence, software & integration- CaptureProfessional data
- SkillsReusable capabilities
- WorkforceManaged operations
Data · Skill versions · Operational insight
Cloud services provider
Google Cloud
Germany-first cloud architecture
In development, with German-region hosting as the deployment target.
What we are building for your operations
Controlled skill updates
Distribute approved skill versions across deployments, with a defined path to rollback.
Operational insight
Use task results and intervention data to guide evaluation and skill improvement.
GappAI Live
Event robot rental
Make the future part of your brand.
Capture attention. Start conversations. Make your ambition visible — with robotics shaped by GappAI software and skills.
For trade fairs, brand launches, company events and exceptional private occasions. One or more days, with operator support.
Explore GappAI LiveEnquiries open. Dates and scope confirmed individually.
GappAI Ventures
New perspectives. Built together.
Strategic Ventures and Open Ventures. For ambitious founders in our field and beyond.Explore GappAI VenturesHuman expertise. Robotic capability.
Give experience a new body.
Your people know how the work gets done. GappAI turns that operational expertise into robot skills, engineered around your tasks and working environment.
Explore GappAI Skills
AI & Robotics EngineeringGappAI GmbH · Berlin03 / Company
Built in Berlin
Closing the gap between human skill and robotic autonomy.
We bring research, software engineering and robotics integration together to turn operational expertise into deployable robot intelligence.
Our mission is to make reliable robotic capability accessible without requiring every customer to build its own robotics organisation. Defined tasks, measured performance and responsible deployment guide our work.
Company, mission & vision GappAI LabsGappAI Discovery
Education for the next generation
For the next generation.
For Germany’s future.
Explore GappAI Discovery
Understand.
Question.
Create.
01Our purpose
Germany’s future capacity to innovate also depends on the opportunities young people have to explore technology. As a technology company based in Berlin, GappAI wants to contribute its engineering expertise to that shared educational task.
02The next generation
The programme is intended for children and young people in Germany, whatever their background. By exploring how people demonstrate, test and improve a robot skill, learners can discover the role of software and the people behind it. Our aim is to encourage curiosity, critical questions and confidence to pursue their own ideas.
03GappAI Engineering
The programme plans to demonstrate skills developed and validated by GappAI on a robot platform owned by GappAI. Students will explore how human knowledge is translated, through software and training, into a task a robot can perform.
Strategic capital · Research funding · Partnerships
The next economy needs intelligence that can act.
Capture builds the data foundation. Skills develops reusable intelligence. Workforce connects it to real operations. Explore the engineering platform GappAI is building—and where your organisation could contribute.
Start a strategic conversation
AI & Robotics EngineeringGappAI GmbH · Berlin04 / Research
Research & applied robotics
GappAI Labs
GappAI Labs is the research and applied robotics group of GappAI GmbH. It studies how human expertise, multimodal data and robot learning become reusable intelligence for real-world deployment.
Human-to-Robot
Skill Transfer
Dexterous Manipulation &
Multimodal Perception
Cross-Embodiment
Learning
Simulation, Evaluation
& Safety
05 / Technology
From human expertise
to autonomous action.
Capture records how experts work and how robots perform. Skills converts that evidence into governed, reusable intelligence. Workforce deploys it across robotic systems. Every operation returns new learning; every cycle increases reliability and autonomy.
Observe
Capture expert demonstrations, context and operating conditions.
Learn
Convert perception and action into reusable physical skills.
Operate
Deploy, adapt and improve through real-world experience.
Perception · Manipulation · Control
Physical intelligence begins where sensing becomes action.
Engineering demonstration / Current evidence
A transparent starting point
Demonstrate first.
Measure in the field.
Our current media illustrates the task classes and manipulation capabilities we are engineering toward; it is not presented as a customer deployment. Every paid pilot is defined around evidence that can support a clear next decision.
View the pilot protocolTask completion
Successful executions under agreed operating conditions.
Cycle time
Time and throughput compared with the pilot target.
Intervention rate
Where and how often human support remains necessary.
Safety performance
Events, boundary violations and controlled-stop behavior.
Product direction / GappAI Skill Library
From projects to reusable assets
Build once.
Adapt across work.
Paid pilots can produce validated, versioned robot skills. Over time, customers may license a compatible skill and adapt it to their robot and environment instead of beginning again from zero.
Explore the Skill LibraryPrecision AssemblyMachine TendingLine-Side Material HandlingHospitality Linen Handling
Product direction · Illustrative skills are not represented as currently deployment-ready.
Platform layer / GappAI Capture
Human + robot data
Learn from experts.
Learn from operations.
GappAI Capture combines permissioned Human Professional Data with Robot Operational Data. Demonstrations show how work should be done; deployed robots reveal success, failure, intervention and edge cases that only appear in reality.
Human demonstration
Motion · vision · touch · context
01DemonstrateExperts perform real work in context.
02StructureVision, motion, force, sequence and context become governed training data.
03DeploySkills run on supported robots under defined boundaries.
04Learn backTask outcomes, interventions and edge cases strengthen the next version.
Project-specific rights, consent, purpose limits, access controls and retention rules govern every data program. Customer-confidential information is separated from reusable GappAI methods and IP.
06 / Engineering
One intelligence layer
Many machines.
One learning system.
GappAI is not defined by a single robot. We connect AI, sensing, control and deployment to move physical operations from assisted execution toward lasting autonomy.
- Hardware-awareDesigned to move across robotic forms.
- Real-world firstBuilt around operating data, not staged demos.
- Continuously improvingIntelligence compounds with every task.
07 / Embodiment
Humanoid dexterity
Human skills.
Humanoid form.
Physical intelligence must move beyond navigation and repetition. We develop transferable skills for robots that perceive, manipulate tools and carry out work designed around the human body.
Precision assembly
Controlled bimanual manipulation for repeatable production work.
Machine tending
Reliable component handling between machines, fixtures and line-side flow.
Controlled validation
Evaluate physical capability before moving into real operations.
08 / Industrial & Infrastructure Systems
Infrastructure at machine scale
Factories and infrastructure
are physical systems.
GappAI develops transferable physical skills for factories, municipalities, infrastructure operators and the built environment—from assembly and inspection to cleaning, installation and maintenance.
Manufacturing & assembly
Repeatable manipulation across production, machine tending and line-side work.
Logistics & infrastructure
Material movement, inspection and maintenance across operational systems.
01Precision assembly
02Machine tending
03Material handling
04Industrial inspection
05Logistics infrastructure
06Public infrastructure
09 / Applications
Start with real operations.
Build for every sector.
Our first market is manufacturing and industrial operations, where physical work is measurable, repeatable and commercially critical. The long-term intelligence layer remains sector-independent.
01 Manufacturing & Assembly
02 Industrial Operations
03 Logistics & Infrastructure
04 Public Systems
05 Buildings & Property
06 Construction
07 Hospitality
08 Homes & Everyday Life
10 / Buildings & everyday life
Human-centered environments
Every building is a field of physical work.
Every home is a future robotics environment.
From commercial properties and hospitality operations to the homes people live in, everyday environments contain thousands of physical tasks still performed by hand. GappAI develops the perception, manipulation and learning systems required for robots to work safely and adapt as these environments change.
Buildings that can support themselves.
Cleaning, inspection, material movement and routine technical work across residential and commercial properties.
Service work with physical intelligence.
Repeatable operations that require dexterity, consistency and safe interaction in spaces shared with people.
Robots that learn everyday routines.
A long-term path toward organizing, cleaning, handling household objects and supporting daily life.
Support designed around dignity.
Research directions for physically demanding daily tasks, developed with safety, human oversight and clear boundaries.
Your operation. Its next opportunity.
Let’s find the value in your operation.
For industry, hospitality and public services: identify a task, establish a baseline and test where robotics can make a measurable difference. Together, assess feasibility, integration and the business case.
Discuss your pilot
AI & Robotics EngineeringGappAI GmbH · Berlin11 / Deployment path
Start with structured work.
Build toward everyday autonomy.
Each operating environment expands the intelligence required for the next. We begin where performance can be measured and build toward increasingly open, human-centered spaces.
Industry
Measurable tasks, controlled environments and operational proof.
Public systems
Infrastructure, maintenance and essential city operations.
Buildings
Dynamic spaces shared by people, services and machines.
Homes
General-purpose physical intelligence supporting everyday life.
12 / Responsibility & collaboration
13 / Careers
Build intelligence
that moves.
We are interested in engineers and researchers working across robotics, embodied AI, perception, controls, learning systems, simulation and real-world operations.
Explore careers14 / Physical AI Radar
Monthly intelligence
The Physical AI signal.
Without the noise.
Humanoid platforms, robot learning, training data, industrial deployment and the partnerships shaping the market—selected and interpreted by GappAI.
Explore the Radar & archive15 / Contact
GappAI GmbH
c/o Factory Works GmbH
Rheinsberger Straße 76/77
10115 Berlin · GermanyAmtsgericht Charlottenburg
HRB 226214 B
c/o Factory Works GmbH
Rheinsberger Straße 76/77
10115 Berlin · GermanyAmtsgericht Charlottenburg
HRB 226214 B