The Fastest Path from Research Question to Breakthrough
kwiKBio compresses years of literature mining, experiment design, and CRO selection into hours — powered by the FastScience!™ v7 engine and the ARS Automated Research System.
How kwiKBio works — in 3 steps
Drop your research question into the ARS Gateway. PRISM-9 reduces it to the ≤9 dominant entities that actually drive your system.
Fractal Cube-27 expansion fans those 9 nodes into 27 sub-factors. QUBO path-planning surfaces the most causally coherent hypotheses across your knowledge graph.
Ranked experiments route to matched CROs at a transparent 6% commission. Results feed back into your Studied System Knowledge Model — every loop, smarter.
Why now
The bottleneck in modern biomedical research isn't experimental capacity — it's the weeks of literature review, hypothesis ranking, and CRO sourcing between question and lab. FastScience! has been compressing that loop since 1993. Version 7, shipping in 2026, is the first to close it end-to-end on quantum-class hardware.
Domains in flight
We're scoping vertical slices in priority order. Microbial consortia bioenergy is the first production-ready demonstration domain.
Built inside the HydroJoule ecosystem
kwiKBio Inc. is a subsidiary of HydroJoule LLC. Sibling verticals share the same FastScience! v7 substrate — Climate Research Inc., Vermont Medical College, and the LOOJL legal practice.
Ready to ask the next question faster?
Start free — five ARS queries every month, no card required.