How it works
Describe the work. Watch it run.
Three steps from a plain-English request to a finished result — no code, no YAML, no glue work.
The flow
Describe → Assemble → Run
Describe
Say what you want in plain English — “convert these, score them, flag the failures.” No code, no YAML, no diagrams.
Assemble
MOD finds or builds each step — reusing license-clean code so nothing gets reinvented — and wires them into one pipeline.
Run
It runs across whatever hardware you have and hands back the result, with a hashed record of every step.
Behind the scenes
What's actually happening — in plain English.
- 1
You describe the outcome you want — not the steps to get there.
- 2
MOD assembles the pipeline: it reuses the tools you already have and builds only what's missing.
- 3
The scheduler packs the work across every machine you own — GPUs, CPUs, an NPU, a spare workstation.
- 4
Each step runs isolated in its own container, and every asset gets a tamper-proof, hashed trail.
Why it's better
Faster and safer than the current way.
Faster
The scheduler uses every machine you already own instead of renting cloud time — no idle hardware, and it cross-compiles to any chip. Same workloads, 2.6x faster, on a fraction of the machines.
Safer
It runs inside your walls — on-prem, at the edge, or air-gapped — so your data never leaves your control. Every asset carries a tamper-proof, hashed trail you can hand straight to an auditor.