01For teams choosing or promoting edge-AI hardware.
MountAIn Ready
See how a trained model can fit a target before committing months of integration work.
Explore MountAIn Ready Trained model → deployed productOne Core · Three routes
Deployable intelligence
Intelligence
wherever it matters.
MountAIn removes the hard embedded engineering between a trained model and a deployed product. Bring the model you trust. Keep the hardware and toolchain that fit your design.
Application / camera
01Trained model
02Selected hardware
03Working product
The model is only the beginning
Deployment gap detected
A model can perform well in development and still fail the product test.
Memory is tight. Power is finite. Toolchains do not line up. Hardware-specific work multiplies. Connectivity may be unreliable or unavailable. The last mile between model and product becomes a new engineering programme.
MountAIn turns that last mile into a repeatable path.
MemoryPowerToolchainLatencyMaintainability
Three routes to the edge
Start with what is already decided.
One technical foundation, shaped around three different starting points.
01
Application / camera
For product teams with hardware already selected.
MountAIn Onboard
Bring the model into the existing board, camera, sensor or device stack without rebuilding the product around a new AI platform.
Explore MountAIn Onboard
03For operators working where power, bandwidth or access are constrained.
IBEX by MountAIn
Move from continuous video transfer to local, event-level intelligence at remote sites.
Explore IBEX by MountAIn
One technical foundation
MountAIn Core connects the whole application path.
A developer workflow, compiler and middleware optimise the trained model, target constraints and surrounding software together. It is not another model catalogue or generic cloud layer.
See Technology & CoreInputTrained model
CoreWorkflow
CoreCompiler + middleware
OutputSelected target
Familiar workflowOn-device proof
Start from the known constraint
What do you already know?
You have a model
Find out whether it can become deployable on a practical target.
Find the routeYou have hardware
Bring intelligence into the product without replacing the surrounding stack.
Find the routeYou have a remote operational problem
Define the event that matters, then process it close to where it happens.
Find the routeBuilt for teams that have to ship
Beyond the lab demo.
For developers, product teams and ecosystem partners working where memory, power, latency, security, cost and maintainability determine whether intelligence is useful.
Developers
Product teams
Hardware ecosystems
Field operators
Early Adopter Program
One model. One target. One result to reproduce.
Selected teams get a controlled route to test a real deployment constraint and help shape the path to production.
See the Early Adopter ProgramOne Core · many forms
From product shell to operating environment.
Make intelligence useful in the real world