Ready AI models or your own workload · Cloud or embedded

Accelerate AI. From cloud to embedded.

Start with ready Vision, LLM, embeddings and speech models—or bring your own model, code or architecture. Morfics helps you optimize, validate and deploy AI and compute-intensive workloads across cloud and embedded systems.

Ready AI + bring your own Full engineering control Cloud · Private · Embedded
Morfics workspace
Choose how you want to start
Ready
Bring your own
Model · algorithm · code · architecture
Cloud · Private · Embedded
Optimize for latency, throughput, power, cost or deployment constraints.
One workflow

From AI model to accelerated system.

Start with inference, training or adaptation, then use Morfics-managed layers, your own stack, or any mix in between. Keep the engineering visible when you need it.

Start a workflow
01
Bring
Ready AI, ONNX, training code or your own implementation
02
Accelerate
Optimize AI and compute paths for your real constraints
03
Validate
Keep builds, reports, artifacts and evidence traceable
04
Deploy
Cloud, private infrastructure or embedded systems
Models+Compiler+Runtime+Your architecture+Your infrastructure
Why Morfics

Simple when you want it. Deep when you need it.

Start high-level

Use ready models, APIs, visual system tools and managed defaults without learning every hardware detail first.

Bring your own layers

Embed your own models, compiler stages, architectures, RTL/HLS, runtime, boards, applications or private infrastructure.

Go low-level

Inspect implementation choices, interfaces, memory, reports, generated sources and deployment artifacts when engineering control matters.

Explore advanced engineering
Design Space Explorer

Don't stop at the first architecture that works.

Compare candidate implementations against the constraints that actually matter to your program.

Candidate ACompare
Latency optimized
FPGA / reconfigurable
Candidate BCompare
Resource optimized
FPGA / reconfigurable
Candidate CCompare
Specialized backend
NPU / tensor target
Candidate DCompare
Customer architecture
CGRA / custom target
LatencyThroughputPowerAccuracyResources

Engineering Agent

Understand your project context, explain failures, compare options and prepare engineering changes for review.

“Why is this build blocked, and what should I change?”

Your environment stays yours

Use managed workflows, private infrastructure or customer-owned toolchains and architectures without surrendering engineering ownership.

Research & simulation

Run simulations, sweeps and benchmark campaigns in cloud or private acceleration infrastructure, then carry validated workloads toward hardware.

SimulateSweepCompareDeploy

Morfics Hub

Discover models, accelerators, hardware targets, components, datasets, reference systems and reusable engineering assets.

Explore Hub
Build with Morfics

Ready model or your own workload. Choose where it runs.

Morfics handles the acceleration workflow while keeping the engineering open when your team wants control.