Machine & AI Integration Services
acty.dev's machine and AI integration hub: vendor-agnostic work connecting equipment, controllers, and shop-floor systems to the business systems around them, covering machine data integration and API integration services scoped to what you already run — never tied to a single named standard or platform.
acty.dev’s machine and AI integration hub. We connect your equipment, controllers, and shop-floor systems to the business systems around them — machine data integration and API integration services scoped to what you already run, vendor- and tool-agnostic, never tied to a single named standard or platform.
For a floor-survey reference before linking CNC or older equipment to an ERP, read How to Connect CNC and Legacy Machines to Your ERP.
The problem we solve
Manufacturers often run equipment, controllers, and shop-floor systems that do not talk to the business systems around them — ERP, MES, reporting, or custom applications — so data stays trapped on the machine or has to be re-entered by hand.
How we work
- Discovery.We review your equipment, controllers, and the business systems you need them connected to, and confirm what access and data points are realistic.
- Scope.We map the integration to your actual equipment and systems and agree a definition of done, without assuming a specific named standard or platform.
- Build.We build and connect the integration, with human review of the data flow before it feeds production systems.
- Support.We hand over documentation and a monitoring or diagnostic checklist, and offer ongoing support as equipment or systems change.
What you bring / what you get
Inputs
- Your current equipment, controllers, and the systems you want them connected to
- Access to the relevant interfaces, data points, or APIs involved
Outputs
- A working integration between your equipment or controllers and your business systems
- Documentation of the connection and a monitoring or diagnostic checklist
Definition of done.A working, scoped integration between your equipment or controllers and the business systems that need the data, delivered with documentation, configuration details, and a monitoring or diagnostic checklist.
Fit and anti-fit
Good fit
- Manufacturers with equipment or controllers that need to reach business systems
- Teams that need integration scoped to their own equipment and protocols, not a fixed product
- Buyers who need working integration delivered, not just advice
Not a fit
- Micro-budgets with no real scope
- Idea-only requests with no defined equipment or systems
- Requests that assume a specific named standard or platform commitment before a task review
Questions
- What does Machine & AI Integration cover?
- Connecting your equipment, controllers, and shop-floor systems to the business systems around them — ERP, MES, reporting, or custom applications — through integration work scoped to what you already run.
- Do you work with a specific protocol or platform?
- No. The integration work is vendor- and tool-agnostic: we scope it to whatever equipment, controllers, and interfaces you already have rather than requiring a specific named standard or platform.
- Is this a fixed product or custom work?
- Custom integration work scoped to your equipment and systems in a task review, not a fixed off-the-shelf product.
- What is out of scope?
- We do not commit to a specific equipment vendor or named integration standard before a task review of your systems, and we do not make unproven performance or capacity claims.
- What do you need from us to start?
- Your current equipment, controllers, and the systems you want connected, access to the relevant interfaces or data points, and the outcome you need.
- How is an engagement scoped and priced?
- Engagements start with a task review of your equipment and target systems; scope and price are defined after that review.
Explore
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