About
Built on results, not promises.
We started by building Merlin, a deduplication tool that strips redundant data before it ever reaches a model. That work exposed a bigger problem: the same computation being paid for over and over. Galahad is the answer — a model-agnostic harness that sits between your workload and your silicon. Any model can run inside it; nothing about it is tied to ours. A Delaware C-Corporation headquartered in Belgium; we answer within one business day, CET.
What is really going on here
Every time an AI works today, it starts from zero. It re-reads everything and re-calculates everything, even when it did the exact same thing a minute ago — like a genius with amnesia, paid by the hour to re-read the same book.
Team
Who is building it
A Delaware C-Corporation headquartered in Belgium. We answer within one business day, CET.
Sietse Schelpe
CEO — Deep Systems & Science
Leads product vision, bare-metal C++ architecture, and formal verification (Z3, Lean). Author of the four arXiv papers behind the Galahad harness.
Toon Colson
CSO — Sales & Partnerships
Seven years of B2B sales experience. Proven track record driving enterprise revenue growth and strategic partnerships.
Marloes Decraemer
CPO — Product & Go-To-Market
Translates deep systems research into deployable enterprise products. Owns design partners and customer onboarding.
Advisors
- Gwen le Tiran, PhD — Head of R&D Group at Saint-Gobain
- Irene Balmes, PhD — Lead Data Scientist at Kynaps
Published research
- arXiv:2607.23806 A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever July 2026
- arXiv:2607.14431 Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel July 2026
- arXiv:2605.09990 Merlin: Deterministic Byte-Exact Deduplication for Lossless Context Optimization in Large Language Model Inference May 2026
- arXiv:2605.09611 Byte-Exact Deduplication in Retrieval-Augmented Generation: A Three-Regime Empirical Analysis Across Public Benchmarks May 2026
Which of your workloads is bleeding budget?
We can most likely cut it. The fastest way to see exactly what we are is to prove it on your own numbers.