// Why IntelliForm exists
The global specialty chemicals market is $800B+. Yet formulation still runs on spreadsheets, siloed expertise, and reactive compliance. We fix the entire loop.
Iterating on bio-based alternatives manually means months of bench work before a single pilot batch. IntelliForm reduces formulation time to under 60 seconds — giving R&D teams an unfair advantage.
Contract R&D firms and certification consultants lock out producers who can't afford the entry price. Enterprise-grade formulation intelligence on a SaaS budget, no minimums.
REACH, EPA, COSMOS, and CBAM requirements evolve constantly. Certification failures discovered post-pilot cost $50k+. IntelliForm screens every blend before you order a sample.
When senior chemists retire, institutional IP leaves with them. The Molecular Memory Network digitizes and preserves every formulation decision permanently.
Albert Invent, NobleAI, Benchling — none show you what changed in REACH last week, what EU CBAM threshold moved, or which COSMOS-approved ingredient just got restricted. IntelliForm is the only platform with a live regulatory update engine built into the formulation loop.
When a primary raw material becomes unavailable — geopolitical disruption, port delays, supplier failure — IntelliForm's Functional Analog Engine instantly identifies green, available substitutes that match the existing factory line. No reformulation restart. No R&D delay.
Start the R&D process over. Weeks of bench work. New certification runs. $50k in consultant fees.
The Functional Analog Engine maps chemical performance overlaps across 2,000+ molecules. Ranked substitutes — green, certified, available, and compatible with your existing reactor line — in seconds.
Sodium Lauryl Sulfate flagged as unavailable (Q2 2026 shortage). Analog engine running...
Every AI chemistry platform trains on what works. We are the only platform that systematically captures what doesn't — and turns failure data into a structural competitive moat. Failure data cannot be published, scraped, or bought. It only exists inside organizations that run the batches.
A molecular-level map of ingredient combinations that produce instability, discoloration, pH drift, or separation — captured from real pilot batch failures. 847 documented incompatibility pairs across 7 verticals.
Every certification rejection carries a reason code. IntelliForm captures the specific gap so the same mistake never happens twice across the entire user base.
Lab-scale formulations that fail at 50–200 kg due to mixing dynamics, heat transfer, viscosity shifts, or shear sensitivity. ChemRich batch data feeds directly into the Memory Network.
The full specialty chemical product development loop in one platform. Design → certify → manufacture → fail → fix → redesign. Continuously improving with every iteration.
Plain English. Target application, performance requirements, certifications, cost constraints. The AI council extracts constraints automatically.
1,197 ingredients filtered to your vertical. LP, Pareto, or Bayesian GP optimizer finds optimal blend across cost, performance, and sustainability simultaneously.
Automated screening against 8 certification standards. Pass probabilities, gap analysis, and cost-benefit table — before $2k–$80k in formal lab testing.
ISO 14067 PCF with Scope 1/2/3 breakdown. EU CBAM-ready JSON export. Blockchain audit hash — ready for any regulatory inspection.
50–200 kg pilot via ChemRich Global (NJ) with a no-cost reformulation guarantee if certification criteria aren't met.
Lab results flow back into IntelliForm. Reformulation Lab diagnoses and fixes failures. Every next formulation is smarter, faster, and less risky.
Each module replacing a process that currently costs $5,000–$80,000 and takes weeks.
Surrogate-assisted NSGA-III explores the Pareto front across cost, performance, sustainability, and safety — delivering an ~8,000× speedup vs. direct optimization. 18 XGBoost models predict individual chemical properties.
Predicts probability of passing COSMOS, EPA Safer Choice, USDA BioPreferred, EU Ecolabel, C2C, OMRI, NSF/ANSI 305, and ISO 16128 — before $2,000–$80,000 in formal lab testing.
8 certifications · 3 secondsISO 14067:2018 PCF with Scope 1/2/3 breakdown, EU CBAM-ready JSON export, ingredient-level attribution, and blockchain audit hash.
ISO 14067 · CBAM 2023/956Pilot batch failed pH, viscosity, stability, or certification? Enter the test result — get root cause diagnosis plus ranked minimal-change surgical fixes with confidence scores.
Self-driving lab conceptA living knowledge graph that learns from every formulation run, customer decision, and pilot batch outcome. Builds negative knowledge — what NOT to formulate — from real failure data.
Raccuglia et al., Nature 2016BCS Classification (I–IV), API-excipient compatibility matrix, ICH Q1A stability zones, dosage form engineering, and full regulatory pathway guidance (NDA/ANDA).
ICH Q8 · USP-NF · FDA 21 CFRMordred 1,613 molecular descriptors combined with GradientBoostingRegressor. Predicts biodegradability (R²=0.89), ecotoxicity, and performance from SMILES strings.
Mordred · PubChemPy · R²=0.89Vertical-specific reports: ICH for pharma, GRAS/allergen for food, OMRI for agricultural, EU Decopaint for coatings. Per-ingredient regulatory status on every formulation.
7 verticals · 7 frameworksEcoScore (0–100), biodegradability, ecotoxicity, renewability index. Carbon credit value at floor ($15/t), mid ($45/t), and premium ($85/t).
ISO 14040/44 · Carbon creditsPurpose-built with vertical-specific ingredient databases, property targets, and certification frameworks for each industry sector.
Albert Invent shows you model accuracy. Schrödinger shows you physics. We show you what happens to your business when the formulation works.
Average cost of a certification failure discovered post-pilot: lab time, reformulation, re-testing, consultant fees, delayed market entry.
Surrogate-assisted NSGA-III delivers Pareto-optimal formulations in seconds that would take weeks of direct computational optimization.
ISO 14067 carbon footprint studies from consultants cost €3,000–€15,000 each. IntelliForm generates CBAM-compliant passports in 2 seconds.
ChemRich Global converts any IntelliForm formulation to a 50–200 kg pilot batch with a no-cost reformulation guarantee.
A purpose-built council of five specialized AI systems, each handling the domain it's best at. Cross-checked by GPT-4o when consensus confidence drops below 90%.
Converts plain-English formulation briefs into precise molecular constraints and optimization targets in under 100ms via Groq's ultra-low-latency inference.
Best-in-class reasoning applied to REACH, EPA Safer Choice, COSMOS, CBAM, and ICH compliance documentation. Generates certification gap analysis and remediation steps.
Specialized Transformer pre-trained on 77M SMILES strings. Predicts skin sensitization, aquatic toxicity, and biodegradability with domain-specific accuracy no general LLM can match.
Runs fully local inference for sensitive formulation IP. Handles computationally heavy LP and multi-objective Pareto optimization on-premise — your proprietary blends never leave your environment.
Calculates MW, LogP, TPSA, hydrogen bond donors/acceptors. Full Mordred 1,613-descriptor profile on demand.
Final arbitration layer when model outputs conflict. Cross-checks all five models when aggregate confidence drops below the 90% threshold.
Four deterministic steps from plain-English input to a signed NJ pilot purchase order.
Type your requirements exactly as you'd say them — application, cost ceiling, bio-based targets, certifications needed. No forms, no templates.
Llama parses, Claude validates regulatory compliance, ChemBERTa screens toxicology, Gemma2 runs local LP optimization, RDKit calculates molecular properties — all in parallel.
Full RDKit molecular structures and predicted properties for each variant, including a multi-model consensus confidence score. Certification pass probabilities generated instantly.
One click converts your digital formulation into a signed NJ pilot purchase order. Quote, lead time, and COA generated automatically. 50–200 kg minimum, no-cost reformulation guarantee.
Head-to-head on every dimension that matters to a specialty chemical enterprise.
| Metric | Spreadsheet / Manual | Generic LLM | Contract CRO | IntelliForm™ |
|---|---|---|---|---|
| Formulation latency | Hours to days | Minutes (unverified) | 3–6 months | < 30 seconds |
| Cost per formulation variant | Chemist time | $0 (hallucinated) | $15,000+ | < $1.00 |
| Certification pre-screening | Manual, $5k+ per cert | Not possible | Reactive | 8 certs · automated · 3 sec |
| ISO 14067 carbon footprint | Not possible | Estimated only | €3k–€15k consultant | Automated · CBAM JSON export |
| Supply chain substitution | Manual search · weeks | Hallucinated analogs | New engagement | Functional Analog Engine · instant |
| Regulatory feed monitoring | Manual tracking | None | Paid alerts only | Live · 47 sources · auto-flagged |
| Failure data capture | Lab notebooks | None | Proprietary / lost | Negative Knowledge Graph · shared |
| Pilot batch minimum | 500+ kg typical | No manufacturing | 500+ kg | 50–200 kg (ChemRich NJ) |
| Open source + self-hostable | N/A | No | No | MIT License · full source |
Every model, metric, and optimization algorithm grounded in peer-reviewed methodology validated against real physical data.
Community Edition is free forever. Professional and Enterprise pricing launches soon — join the waitlist for early-access rates.
Waitlist members receive pricing first and lock in early-access rates. No spam — one email when we launch.
No account. No credit card. No onboarding call. Describe what you need in plain English and get a pilot-ready blend with regulatory screening, carbon passport, and certification probabilities — instantly.