Investment case / GappAI GmbH
Investment case / GappAI GmbH
Berlin / Physical AIThe core asset is the reusable work capability, not the robot alone. Service income and contracted rental complement a technology-led model designed to scale through skills, licences and managed operations.
Development-stage platform. Commercial availability is confirmed by programme, configuration and contract.
01 / Earnings architecture
Each activity serves a different financial purpose. Short bookings target early cash contribution; longer contracts support rental visibility; proprietary skills create the path to recurring technology income.
Short-duration services
Early cash contribution
Operator-supported robot rental for trade fairs, corporate events, brand activations and suitable private occasions. Booking terms and delivery costs are agreed before commitment.
In preparation · enquiries open
Explore GappAI LiveLong-duration rental
Contracted rental income
Acquire suitable robots from international manufacturers against qualified enterprise demand. Structure longer-term rental with credit assessment, agreed security, service responsibilities and suitable financing.
Contract- and financing-led expansion
Robot access & operationsProprietary technology
Recurring software value
Paid readiness and pilot engineering establish a capability. Validated skills can then support licences, platform/site fees and managed operations across supported deployments.
Architecture defined · validation-led rollout
Explore GappAI SkillsHardware sales and project rental provide additional entry points for integration, skill licensing and support. Customer ownership can extend GappAI’s technology relationships without funding every robot. Hardware revenue and margin are assessed separately from recurring software and services.
Customer acquisition & expansion
Initial focus: plant and operations teams with repeatable industrial kitting or machine-tending tasks. Direct qualification is the first route; suitable OEM and integration partners are potential delivery channels.
Task, baseline & business case
Bounded tests & acceptance criteria
Agreed capability, price & support
Comparable tasks; fresh validation
Customer economics: compare cost per accepted cycle, availability and intervention needs against the current process, including integration, operators, maintenance and financing. Savings require measured evidence; expansion is not automatic.
Pilot scope & commercial termsTrack cash separately from recognized revenue. Assess operator time, logistics, maintenance, financing, working capital and overheads. Managed-capacity contracts may bundle rent, licences and services; these are not automatically additive revenue streams.
02 / Technology & scale
Hardware enables movement; useful work requires task intelligence. GappAI’s intended proprietary layer turns work knowledge into robot-appropriate skills, validation evidence and ongoing operations.
Robot makers, model providers and integrators remain essential. GappAI’s intended differentiation is a reusable work layer across supported robot platforms, carrying task knowledge and operating evidence beyond a single installation. The customer proposition is a validated operation, not a robot alone.
Tasks, objects, tools, decisions and contact linked to success, failure and recovery.
Shared policies and interfaces, combined with platform-specific control and calibration.
Test conditions, hardware, performance and operating limits attached to each skill version.
Capture → Compile → Validate → Deploy → Operate → Learn
The route to repeatable economics
Retain eligible work structure, skill logic and evaluation methods.
Scope robot interfaces, tooling, calibration and site integration.
Test each configuration, update its Passport and monitor delivery.
The economic test is lower incremental engineering effort with reliable service delivery. Every new configuration requires its own validation. Skill Passport is a technical record, not independent safety certification.
Raw customer data remains under customer control. Customer-specific adapter rights are contractual; the reusable framework and Skill Core are intended as GappAI IP, respecting third-party rights. Cross-customer learning requires explicit opt-in and suitable derived data.
Google Cloud is in use within GappAI; the customer platform is in development. Data location, access, retention and reuse are confirmed per project.
Human oversight, local safety controls, approved releases and rollback form part of the deployment design; each use case requires verification.
Contracts define hardware, software and site responsibilities, acceptance criteria and support boundaries before deployment.
03 / Capital allocation
Separate the capital that develops technology from the capital that finances robots. This preserves flexibility while allowing appropriately contracted fleet opportunities to grow.
Technology capital
Talent and test infrastructure → validated skills → repeatable deployments. Fund Work Graph, Skill Core, adapters and evaluation against technical milestones.
Fleet capital
Qualified contracts → suitable hardware → service and collections. Customer/OEM hardware first; leasing or dedicated fleet structures where justified.
Customer credit and task suitability
Term, pricing, security and responsibilities
Match commitments to suitable hardware
Service, collections and asset performance
Owned fleets follow suitable long-term contracts and financing. Security arrangements reduce exposure; credit loss, downtime, maintenance, obsolescence and residual-value risk remain. Fleet investment and R&D budgets are assessed separately.
Each proposal should specify the amount, milestone budget, cash runway and base/downside scenarios, separating technology equity from fleet finance. Capital release follows pilot evidence, customer acceptance and support capacity. Detailed assumptions belong in confidential diligence; no funding commitment is asserted.
04 / International execution
Germany anchors the engineering and validation approach, with proximity to industrial customers, applied research and export-oriented business networks. U.S. and Turkish relationships are designed to extend access to technology, capital and customers around one shared GappAI platform.
Strategic access / International development
World map showing Berlin as GappAI’s headquarters, a Silicon Valley presence planned for 2027, and a relationship network in Türkiye. Lines illustrate strategic connections, not operating service coverage. The Türkiye marker represents a country-level network, not an office address.
Strategic connections, not a map of current service coverage. Türkiye indicates a country-level network, not an office location.
Berlin · headquarters & engineering base
A base for European customer development and access to Germany’s industrial and international trade networks. Engineering quality is demonstrated through validation and customer results, not location alone.
Silicon Valley · presence planned for 2027
Access to AI and robotics ecosystems, technology partners, specialist talent, investment dialogue and U.S. customer development.
Relationship network · representation under evaluation
Commercial and industrial relationships support customer access and potential delivery partnerships. A formal office would follow qualified demand and a defined operating mandate.
A shared Skill Core, evaluation framework and operations layer are intended to support multiple markets. Local adapters, validation and delivery partners address each deployment. The aim is geographic growth without rebuilding the technology stack in every country.
Focused representation and local partners precede major office commitments. Market entry remains subject to funding, applicable requirements and delivery capacity; a German headquarters does not imply service availability throughout Europe.
05 / Brand & ecosystem
GappAI’s public-facing programmes support visibility, technical credibility and institutional relationships. Their strategic value is assessed through engagement quality and business outcomes, alongside their individual missions.
Published research and editorial content create a channel for professional readership, expertise and qualified dialogue.
Read the publicationPlanned for 2027: sponsor-funded school activities, with no GappAI profit markup and no participation fee for schools or students.
Explore the programmeRobot encounters connect the brand with prospective customers and partners, complementing the rental proposition.
Explore the experiencePublic- and private-sector cooperation can support joint delivery, sponsorship and market access. Discussions, sponsorships and signed partnerships are disclosed distinctly; institutional names and logos require a real relationship and permission.
Measure qualified enquiries, conversion to paid work, sponsor continuity and acquisition cost. No standalone monetary brand valuation is asserted.
The academic initiative invites applied research, supervised student work and evaluation collaboration. Eligible grants and co-funded research may complement equity without shareholder dilution. These are development routes, not announced partnerships or awarded funding; Discovery retains its separate social mission.
06 / Institutional diligence
Institutional value depends on demonstrable IP, durable revenue, repeatable economics and accountable execution. The framework below defines what needs to be evidenced as the company develops.
| Value driver | Evidence to review |
|---|---|
| Technical performance | Task success, accepted throughput, cycle time, intervention load and recovery under stated conditions. |
| Commercial traction | Executed contracts, customer acceptance, collections, renewals and a permissioned reference. |
| Scalability | Core reused, engineering hours per rollout and contribution after direct operating and asset costs. |
| Capital efficiency | Cash runway, fleet utilization, financing obligations and downside scenarios. |
| Governance & IP | Ownership and data rights, decision controls, risk reporting and clear separation of reusable and confidential assets. |
These are intended milestones and diligence measures, not reported achievements. Valuation and financing remain subject to evidence, independent assessment and negotiation.
Institutional & strategic capital
We welcome dialogue with strategic investors, venture and growth funds, industrial partners and suitable asset-financing providers. Confidential review can cover corporate records, financial assumptions, the IP strategy, programme evidence and commercial pipeline, according to availability and confidentiality requirements.
General corporate information. This is not an offer of securities or investment advice. Forward-looking statements describe plans and are subject to execution, funding and market risks.