Software and AI for industry and manufacturing
Supply chain, flow tracking, computer-vision quality control and integration with your existing ERP / MES.
Industry & Manufacturing — what we do there
In manufacturing, software is only worth anything if it fits the shop floor. A tool that forces an operator to re-enter what they just did on a machine will be bypassed within three weeks. We work where the existing systems stop: between the ERP that plans and the MES that executes, between the production line and quality control. Computer vision has a particular place there — it catches what sampling-based inspection lets through, provided it is trained on your own defects rather than a generic dataset.
What we address, concretely
Production flow tracking, connected to your existing ERP and MES
Computer-vision quality control, trained on your real defects
Upstream and downstream supply chain: procurement, stock, shipments
Interfaces designed for the shop floor — usable with gloves, on a tablet, offline
Platforms and services for this sector
DEEP4SHIP
White-label client portal for freight booking.
AI Integration
Connect generative and predictive AI to your existing systems (ERP, CRM, data). RAG, agent...
Custom development
SaaS products, business platforms, client & supplier portals, iOS / Android mobile apps, h...
Frequently asked questions
Do we have to replace our ERP or MES?
No. Our role is to fill the gaps between your systems, not to replace them. We connect through APIs, databases or files depending on what your tools expose, and we document every integration so that you stay in control of reversibility.
What data is needed for AI-based quality control?
Images of your parts, both conforming and defective, annotated with your quality teams. The volume required depends on how variable the defects are: a few hundred examples are sometimes enough, several thousand are necessary elsewhere. We always start by qualifying feasibility on a sample before committing to development.
Our workshops have an unstable connection. Is that a blocker?
No, but it changes the architecture and must be stated during scoping. Shop-floor interfaces can run in degraded mode with deferred synchronisation. That is a design decision, not a patch added afterwards.
Other industries we serve
Transport & Logistics
White-label freight booking, Track & Trace, TMS/ERP connectors and AI-driven delay predict...
Finance & Insurance
Document automation, e-invoicing (El Fatoora / TTN), approval workflows and INPDP complian...
Trade & Import-Export
Freight booking, Track & Trace and customs documents, combined with e-invoicing (El Fatoor...
Retail & Distribution
Customer and supplier portals, order management, high-converting custom web and mobile app...
Ports & Maritime · Transit
Port calls, manifests and port transit: vessel and container tracking (Track & Trace), tra...
starts around 5 170 DT
Ballpark for a typical project of this kind. Your configuration sets the price, up or down.
Price my project in 6 steps