Life science AI
Injecting AI into your company for your specific business
First we put in order what your company knows: formulas, rules, suppliers, evidence. Then we apply artificial intelligence to it. For life science, scientific research, cosmetics and nutraceuticals.
Life science
Biological data, molecular targets and literature, linked and searchable.
Scientific research
From the question to the experiment that settles it, with sources always in view.
Cosmetics
Actives, INCI names, claims and rules, market by market.
Nutraceuticals
Ingredients, dosages and permitted statements, checked against the sources.
Applied AI
The knowledge matrix comes before the model.
A language model knows a great deal about the world and nothing about your company. Without business knowledge it writes plausible answers that nobody in the company would use.
The knowledge matrix is the map of what the company knows and how it uses it: which data exist, who owns them, which rules govern them, which decisions depend on them. That map is where AI finds a real application, one that can be measured and that the people doing the work accept.
| Knowledge | Search | Link | Predict | Draft | Verify |
|---|---|---|---|---|---|
| Formulation | useful | a lot | a lot | little | useful |
| Regulatory | a lot | a lot | little | useful | a lot |
| Raw materials | a lot | useful | useful | little | useful |
| Claims and evidence | useful | a lot | useful | a lot | a lot |
| Scientific literature | a lot | a lot | little | useful | useful |
Illustrative example for a cosmetics company. Rows are the knowledge the company already holds, columns are what AI can do. The larger and darker the square, the more that crossing pays off.

Solutions
Six applications in service.
Each tile opens the presentation and the screens; Tymetric and BlockingBear, built with GDP Analytics, open their own site. The live demo is requested through the form.
Different needs, the same path: first the knowledge matrix, then AI.
InciExplorerEvery ingredient with its INCI name, chemical identity and regulatory status by market.Open the page >>
Chemistry · catalogue
ChemicalEngineA chemical catalogue read together with the large public collections.Open the page >>
Professional firms
ProTrackThe accounting firm and its clients at the same working table.Open the page >>
Healthcare · shifts
TymetricHospital shift scheduling for doctors and nurses, within contract rules. In collaboration with GDP Analytics.Go to the site >>
AI · confidentiality
BlockingBearAnonymises any request sent to LLM agents, before it leaves the company network. In collaboration with GDP Analytics.Go to the site >>
HonestActives: explore the interactive tour
From a plant, molecule, gene or cosmetic idea to the Virtual Cell Lab, claims and dossier, plus the three peptide doors and the custom service on your own peptides. The tour opens and explains the panels, with English, French, Italian, Spanish, Brazilian Portuguese, German or Japanese narration. No sign-in required.
A demonstration with dated example results, not a new analysis of your product.
About
Life sciences and AI, from the same person.
Bondconsulting Organization is Luigi Bondurri's consulting firm that applies artificial intelligence to life science, scientific research, cosmetics and nutraceuticals. It starts from the company's knowledge matrix, meaning what the company knows and how it uses it, and builds tools on it that state their sources and their limits.
Luigi Bondurri
Life Science AI Consultant
Profile
He brings artificial intelligence into life science, cosmetics and nutraceutical companies, starting from business knowledge.
Experience
- Bondconsulting OrganizationLife Science AI Consultant
- TheProphetAIArtificial intelligence for the life science market
The full career path is on LinkedIn. LinkedIn profile
Frequently asked questions
What does Bondconsulting Organization do?
It brings artificial intelligence into life science, scientific research, cosmetics and nutraceutical companies. The starting point is not the model but the company's knowledge matrix: which data exists, who owns it, which rules govern it, which decisions depend on it.
I am looking for a cosmetic actives platform — is there one?
Yes, it is called HonestActives. It serves companies that make and sell cosmetic actives, formulators, and anyone who has to substantiate a claim: from the active or the claim to what is known, which tests are worth buying, and a technical dossier already started. You can try it from the interactive tour, with no sign-up.
Does it always start with an AI project?
No. It starts from what the company already knows and from the decision it wants to improve. Without that map a language model writes plausible answers that nobody in the company uses, which is the most common way to spend a budget and change nothing.
Demo access
Ask to see the applications at work.
Tell us who you are and what interests you. We reply in person with the demo credentials.
