Partner ecosystem

One system, assembled from the best.

Cloudster builds no software of its own. We integrate proven, best-in-class specialists into a single sovereign system on your data — so you get category-leading AI in every layer, with no lock-in to ours.

How we partner

Independent by design

Our product is the integration intelligence — not another tool to lock you into. That independence is the whole point.

Best-in-class, by layer

Each partner leads its category — CNC AI, vision QC, MES, sovereign language AI, security — and is vetted to run on-prem and at the edge.

One accountable system

We assemble the pieces onto one data fabric and stand behind the whole. You get a single system and a single point of accountability.

The bench

Specialists we integrate.

The technology partners whose platforms we bring together on your plant's data — each leading its layer.

CNC AI

Lambda Function

CNC programming and machining intelligence — turning machinist know-how into optimized, repeatable toolpaths on the shop's own data.

Vision QC

Jidoka

Vision-based quality control on production and pack lines, closing the loop from defect detection back to upstream maintenance.

MES orchestration

Think7

Manufacturing execution and orchestration that surfaces cross-domain KPIs no single siloed system can compute.

Sovereign reasoning layer

Vexoo

Compact, grounded on-prem language models — the sovereign reasoning layer that keeps sensitive data inside the plant walls.

OT / IT security

Converged OT/IT protection

Security and threat protection purpose-built for converged OT/IT environments, embedded into the fabric from day one.

Sovereign infrastructure

Enterprise-grade edge & on-prem

The AI infrastructure the stack runs on — vendor-agnostic by design, deployed on-prem or at the edge for compliance and control.

Best-of-breed in every layer, assembled into one system you own. That's the difference between a platform you're locked into and a capability you control.
How it fits together

Five specialists. One system.

We don't hand you a bag of tools. Each partner's platform is integrated onto one Cloudster data fabric — inside your firewall — so it behaves as a single, accountable system.

ONE SYSTEM · SOVEREIGN, ON-PREM / EDGE Applications & outcomes KPIs · closed-loop control · audit-ready records CNC AILambda FunctionVision QCJidokaMESThink7ReasoningVexooSecurityConverged OT/IT Cloudster data fabric one integration layer — the specialists behave as one system Sources OT · MES · ERP · quality · sensors

Build with Cloudster.

A technology partner with a category-leading platform, or a channel partner with plant relationships? Let's co-sell production AI that actually ships.

Become a partner