Formulation Intelligence Engine

The chemistry knowledge that powers every output.

43,000+ ingredients profiled. Hundreds of chemistry and compatibility rules. 424,000+ peer-reviewed findings. A growing academic corpus. This is the data layer that makes formulation generation, auditing, and troubleshooting possible — not generic AI, but structured chemical intelligence.


Section 01 · Unified Functional Roles

43,000+ ingredients mapped to their functional roles.

Every INCI ingredient in the platform is classified by its actual function in a formulation — emulsifier, humectant, film-former, rheology modifier, active, preservative booster, and dozens more. These aren't generic database tags. They're derived from supplier technical data, COSING classifications, and validated against real-world usage in 1.1M+ marketed products.

43,000+ ingredients classified30,151 functional role mappings43 product type benchmarksValidated against 1.1M+ real products

Section 02 · Chemistry Rules

Hundreds of chemistry rules that catch conflicts before the lab.

Anionic surfactants with cationic conditioning agents. Vitamin C below pH 3.5 destabilizing a carbomer thickening system. Retinol with AHAs causing excessive irritation. The platform encodes hundreds of validated chemistry and compatibility rules — from explicit interaction constraints to pH-dependent stability logic, functional role conflicts, and preservative system compatibility — flagging conflicts during formulation generation and audit before they waste bench time.

Anionic + Cationic

Anionic surfactants are incompatible with cationic conditioning agents — causes precipitation and loss of conditioning.

Carbomer + Low pH

Carbomer requires pH 5.5+ for full thickening yield. Formulations with direct acids below pH 4.0 need alternative thickeners.

Niacinamide + Direct Acids

Niacinamide hydrolyzes to niacin below pH 3.5 — causes flushing. Separate application or buffer to pH 5.0+.

Retinol + AHA/BHA

Combined use increases photosensitivity and irritation risk. Flag for leave-on products without adequate SPF guidance.


Section 03 · Literature Corpus

424,000+ findings extracted from peer-reviewed research.

Not abstracts — full-text extraction from 19,000+ papers indexed from PMC, Europe PMC, CORE, PubMed, and OpenAlex. Every finding is structured: ingredient, concentration, efficacy outcome, safety observation, formulation technique. This is what the platform cites when it recommends a concentration range or flags a safety concern.

19,000+ papers indexed424,000+ structured findings127,000+ with concentration dataFull-text extraction, not just abstracts

Section 04 · Growing Academic Corpus

Expanding into authoritative scientific reference texts.

Published academic and scientific reference texts contain decades of validated formulation knowledge — usage levels, compatibility data, processing parameters — that no API or database provides. We're systematically extracting and structuring this knowledge to deepen the platform's chemistry intelligence.

Your formulations stay private.

Private workspace

Your generated formulations are stored in a workspace tied to your account. No one at theformulator.ai can access your formulation content.

No internal access

We do not use your formulation data for training, analytics, or any purpose other than delivering your results.

You own your data

Export your formulations at any time in full. If you leave, your data leaves with you.

GDPR CompliantIndia DPDP CompliantHosted on Google CloudSOC 2 Type I — In Progress

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