We believe AI should prove things, not just say them.
2E Science is a life sciences research firm that designs tailored AI skills for scientific discovery and product innovation — and validates them experimentally.
2E Science is a life sciences research firm that designs tailored AI skills for scientific discovery and product innovation — and validates them experimentally.
We started as researchers in biology and medicine. For over a decade, we worked at the intersection of pharmacology, clinical research, and academic publishing — writing manuscripts, running analyses, developing products.
When large language models arrived, we saw them for what they were — powerful but undisciplined. Capable of extraordinary synthesis, yet unreliable without structure. So we did what scientists do — we engineered the structure.
Today, we design AI skills that embed domain logic, quality constraints, and verified data sources into every output. These are not prompts or templates. They are precision instruments, built for specific problems in life sciences.
But we don't stop at the skill. We take what they propose into the lab, the clinic, the production line. From hypothesis to experiment to solution — that's the full arc, and it's what makes us different.
In a digital world, we stay human.
A well-designed skill produces reliable output because it has been engineered to. Not because the model is "smart enough."
Anyone can generate text. Unfortunately, sometimes this is slop. The question is whether it holds up under scrutiny, in a lab, in peer review, in the real world.
Generic tools produce generic results. Every skill we build carries the specific knowledge of the field it serves.
The skill is a means. The end is a product, a publication, a validated formulation — something that exists beyond a screen.
AI does the heavy lifting. The judgment, the intuition, the final call — that's ours. And yours.
Scientific writing, statistical analysis, and product development for pharma, biotech, and academia.
Hundreds of manuscripts, clinical analyses, product formulations, and research collaborations across pharmacology, nutraceuticals, and beyond.
We began engineering AI skills — not using chatbots, but building structured, domain-specific tools with guardrails and verification.
We design AI skills for life sciences innovation, test what they propose experimentally, and deliver validated solutions. The full arc.
A small town in Lombardy, Italy, a wide reach in science and industry.