Product

Galahad: the harness between your workload and your silicon

A per-server software layer that stops paying for the same computation twice. Install it on the GPU servers you already rent — RunPod, AWS, Azure, GCP or your own hardware — and the same machines do multiples of the work. Remove it, and everything runs as before. No lock-in, no data leaving your infrastructure.

Run the savings check

The harness

Three modules, one harness

Training Engine

galahad.train

alone: 50% of RunPod rate

A custom CUDA engine that collapses kernel-launch overhead — the hidden tax on most training runs. Launch-bound becomes compute-bound: the identical 15-billion-token run drops from ~24–36 hours to 6–8 hours on an 8×H100 node.

measured on our own production runs: ~€720 → ~€180 per run

Taliesin

galahad.memory

alone: 30% of RunPod rate

Lossless model memory. The computed state of your context (the KV cache) is saved once and grafted back bit-exactly — the expensive prefill that plain RAG repeats on every single query is paid one time. Not a RAG replacement: optimised RAG. The gain is recurrence-driven: agent loops, returning users, shared knowledge bases.

measured: 8.8× faster at 64K context · sha-256 identical · −82% per repeated query, break-even from query 2

Merlin

galahad.dedup

alone: 15% of RunPod rate

Content-aware deduplication at GB/s. Strips redundant data from training corpora and redundant context from prompts before they reach your model — so every GPU-hour and every billed token does new work. Works with any provider, including pure API setups.

published methodology: 22% on agent sessions, up to 71% in RAG pipelines

Boundaries

What Galahad is not

Not a cloud

You keep renting your servers wherever you like. We only license the software layer on top.

Not a model

Any model you train or run with the harness is 100% yours. We never see your data or weights.

Not a leap of faith

Every claim is measured, sha-256-verifiable, and re-measured on your own workload during the pilot.

How buying works

Three steps, and an honest exit at each one

Feature	What happens	What it costs you
Free scoping call	We look at your fleet, utilisation and workload.	Nothing. If Galahad will not pay off on your numbers, we say so and part as friends.
Measured pilot	Up to 3 months, up to 2 servers, with a measurement protocol agreed before we start.	50% of list price. The exit criterion is yours.
Rollout	Per-server monthly licences on the servers you choose.	Add or remove servers per calendar month; cancel per server after the first year.