Enterprise Formulation Intelligence Platform

From prompt to
pilot-ready blend
in 30 seconds.

IntelliForm combines a 5-model AI council, Bayesian optimization, and green chemistry constraints to generate certified, cost-optimized specialty chemical formulations across 7 industry verticals. No spreadsheets. No consultants. No waiting.

0Ingredients
0Verticals
0Certifications
0AI Models
0Optimizers
ISO14067 CBAM
IntelliForm — Agentic Formulation
COSMOS shampoo, bio >90%, <$5/kg
✓ Llama 3.3 parsing constraints
✓ Claude validating REACH 2026
✓ ChemBERTa ecotox screening
✓ Bayesian GP optimizer [iter 7]
// Formulation ready in 2.3s
Sodium Cocoyl Isethionate 34.2%
Cocamidopropyl Betaine 18.7%
Glycerin (vegetable) 12.1%
Panthenol (D-) 5.0%
Cost: $3.84/kg Bio: 94.2% EcoScore: 89/100
COSMOS: 87% pass probability
REACH Compliant Formulations Bayesian GP Optimization ISO 14067 Carbon Passports COSMOS / NATRUE Compatible EU CBAM 2026 Ready 5-Model AI Confidence Scoring RDKit Molecular Properties 1,197 Validated Ingredients ChemBERTa Ecotox Screening ICH Q8 Pharma Intelligence Mordred 1,613 Descriptors EPA Safer Choice Screening Negative Knowledge Graph Supply Chain Resilience AI Open Source MIT License ChemRich Pilot Manufacturing REACH Compliant Formulations Bayesian GP Optimization ISO 14067 Carbon Passports COSMOS / NATRUE Compatible EU CBAM 2026 Ready 5-Model AI Confidence Scoring RDKit Molecular Properties 1,197 Validated Ingredients ChemBERTa Ecotox Screening ICH Q8 Pharma Intelligence Mordred 1,613 Descriptors EPA Safer Choice Screening Negative Knowledge Graph Supply Chain Resilience AI Open Source MIT License ChemRich Pilot Manufacturing
// Platform capabilities

Everything a formulation
chemist needs.

Nine integrated modules. Each replacing a process that currently costs $5,000–$80,000 and takes weeks. All available from a single interface.

⚗️
01 · Core

Agentic Formulation

Describe what you need in plain language. IntelliForm parses constraints, filters 1,197 ingredients by vertical, and runs LP, Pareto, or Bayesian optimization to generate a pilot-ready blend instantly.

LP + Pareto + Bayesian GP
🏆
02 · Oracle

Certification Oracle

Predicts probability of passing COSMOS, EPA Safer Choice, USDA BioPreferred, EU Ecolabel, C2C, OMRI, NSF/ANSI 305, and ISO 16128 — before you spend $2,000–$80,000 on formal lab testing.

8 certifications · 3 seconds
🛂
03 · Compliance

Carbon Passport

ISO 14067:2018 product carbon footprint with Scope 1/2/3 breakdown, EU CBAM-ready JSON export, ingredient-level attribution, and blockchain audit hash. Mandatory for EU chemical imports in 2026.

ISO 14067 · CBAM 2023/956
🔁
04 · Closed Loop

Reformulation Lab

Pilot batch failed pH, viscosity, stability, or certification? Enter the test result — get root cause diagnosis plus ranked minimal-change surgical fixes with confidence scores in seconds.

Self-driving lab concept
🧠
05 · Memory

Molecular Memory Network

A 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, preventing costly repeats.

Raccuglia et al., Nature 2016
💊
06 · Pharma

Pharma Deep Dive

BCS Classification (I–IV), API-excipient compatibility matrix, ICH Q1A stability zones, dosage form engineering, manufacturing route recommendation, and full regulatory pathway guidance (NDA/ANDA).

ICH Q8 · USP-NF · FDA 21 CFR
🔬
07 · ML

QSAR Engine

Mordred 1,613 molecular descriptors combined with GradientBoostingRegressor trained on the full 1,197-ingredient database. Predicts biodegradability (R²=0.89), ecotoxicity, and performance from SMILES strings.

Mordred · PubChemPy · GBR
📋
08 · Regulatory

Regulatory Intelligence

Vertical-specific reports: ICH for pharma, GRAS/allergen for food, OMRI for agricultural, EU Decopaint for coatings, phosphate ban for fabric. Per-ingredient regulatory status table for every formulation.

7 verticals · 7 frameworks
🌍
09 · ESG

EcoMetrics + Carbon Credits

EcoScore (0–100), biodegradability, ecotoxicity, renewability index. Carbon credit value at floor ($15/t), mid ($45/t), and premium ($85/t) market rates. Annual CO2 avoided calculation per production batch.

ISO 14040/44 methodology
// The problem we solve

Green chemistry R&D
is broken for most.

The global specialty chemicals market is $800B+. Yet the formulation process itself is still dominated by spreadsheets, siloed expertise, and reactive compliance. We fix that.

3–6 Month Latency

Iterating on bio-based alternatives manually means months of bench work before a single pilot batch. IntelliForm reduces formulation time from weeks to under 60 seconds — giving your R&D team an unfair advantage.

$200k Entry Fees

Contract R&D firms and certification consultants lock out smaller producers who can't afford the entry price. We deliver enterprise-grade formulation intelligence on a SaaS budget with no minimums.

Regulatory Blindspots

REACH, EPA, COSMOS, and CBAM requirements evolve constantly. Certification failures discovered post-pilot cost $50k+. IntelliForm screens every blend before you ever order a sample — catching issues at zero cost.

Knowledge Drain

When senior chemists retire, institutional IP leaves with them. Decades of experimental data live in lab notebooks, not searchable systems. The Molecular Memory Network digitizes and preserves every formulation decision permanently.

// Workflow

How it works.

The full specialty chemical product development loop in one platform. Design → certify → manufacture → fail → fix → redesign. Continuously improving with every iteration.

01

Describe your formulation need

Plain English. "COSMOS-certified shampoo, bio >90%, under $5/kg" or "ICH Q8-compliant tablet with moisture-sensitive API." The 5-model AI council extracts and validates constraints automatically.

⏱ 5 seconds
02

Optimizer runs on vertical-filtered database

1,197 ingredients filtered to your vertical (e.g., 178 pharma excipients). LP, Pareto, or Bayesian GP optimizer finds the optimal blend across cost, performance, and sustainability simultaneously.

⏱ 2–8 seconds
03

Certification Oracle screens the blend

Automated screening against 8 certification standards. Pass probabilities, gap analysis, and cost-benefit table generated instantly. Identify quick wins before spending on formal testing.

⏱ 3 seconds · saves $2k–$80k
04

Carbon Passport generated

ISO 14067 PCF calculation with Scope 1/2/3 breakdown. Download CBAM-ready JSON for EU import compliance. Blockchain hash for immutable audit trail — ready for any regulatory inspection.

⏱ 2 seconds · replaces €3k–€15k consultant
05

ChemRich manufactures pilot batch

200 kg pilot batch via ChemRich Global (NJ/NY/PA) with a no-cost reformulation guarantee if certification criteria aren't met. The physical validation closes the digital loop.

⏱ 21 days · $6,500–$9,500
06

Results feed the Memory Network

Lab results flow back into IntelliForm. Reformulation Lab diagnoses and fixes failures. The Memory Network learns. Every next formulation is smarter, faster, and less risky than the last.

⏱ Continuous improvement loop
IntelliForm output — food vertical Optimal
$2.84Cost/kg
94%Bio-based
88EcoScore
Xanthan Gum
32.0%
Sunflower Lecithin
24.3%
Citric Acid
18.2%
Glycerin
14.1%
Potassium Sorbate
11.4%
CERTIFICATION ORACLE
USDA BioPreferred 92% ISO 16128 NOI 0.94 EPA Safer Choice 85% Clean Label ✓
// Execution protocol

Brief in.
Pilot quote out.

Four deterministic steps from plain-English input to a signed NJ pilot purchase order. No ambiguity. No manual handoffs.

01

Natural Language Brief

Type your requirements exactly as you'd say them — application, cost ceiling, bio-based targets, certifications needed. No forms, no templates.

⏱ Under 10 seconds
02

5-Model Council Run

Llama parses, Claude validates regulatory compliance, ChemBERTa screens toxicology, Gemma2 runs local LP optimization, RDKit calculates molecular properties — all in parallel.

⏱ 2–8 seconds
03

Molecular Validation

Full RDKit molecular structures and predicted properties for each variant, including a multi-model consensus confidence score. Certification pass probabilities generated instantly.

⏱ 3 seconds
04

ChemRich Pilot PO

One click converts your digital formulation into a signed NJ pilot purchase order. Quote, lead time, and COA generated automatically. 200 kg minimum with no-cost reformulation guarantee.

⏱ 21-day lead time
// AI architecture

No single model bias.
Consensus intelligence.

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%.

Groq / Llama 3.3

Natural Language Parser

Converts plain-English formulation briefs into precise molecular constraints and optimization targets in under 100ms via Groq's ultra-low-latency inference.

Claude 3.5 Sonnet

Compliance Oracle

Best-in-class reasoning applied to REACH, EPA Safer Choice, COSMOS, CBAM, and ICH compliance documentation. Generates certification gap analysis and remediation steps.

ChemBERTa-2

Toxicology Screener

Specialized Transformer pre-trained on 77M SMILES strings. Predicts skin sensitization, aquatic toxicity, and biodegradability with domain-specific accuracy no general LLM can match.

Gemma2 / Local

IP Optimizer

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.

RDKit + MolT5

Property Predictor

Calculates MW, LogP, TPSA, hydrogen bond donors/acceptors, and biodegradability scores for every ingredient and final blend. Full Mordred 1,613-descriptor profile on demand.

GPT-4o

Consensus Validator

Serves as the final arbitration layer when model outputs conflict. Cross-checks consensus between all five models when aggregate confidence drops below the 90% threshold.

// Performance benchmarks

Autonomous formulation
vs. legacy R&D.

Head-to-head on every dimension that matters to a specialty chemical enterprise. Speed, cost, compliance, and institutional knowledge retention.

Metric Spreadsheet / Manual Generic LLM Contract CRO IntelliForm
Formulation latencyHours to daysMinutes (unverified)3–6 months< 30 seconds
Cost per formulation variantChemist time$0 (hallucinated)$15,000+< $1.00
Certification pre-screeningManual, $5k+ per certNot possibleReactive8 certs · automated · 3 sec
ISO 14067 carbon footprintNot possibleEstimated only€3k–€15k consultantAutomated · CBAM JSON export
Pilot batch minimum500+ kg typicalNo manufacturing500+ kg50–200 kg (ChemRich NJ)
Pilot failure diagnosisStart overGeneric adviceNew engagementReformulation Lab · instant
Institutional knowledge retentionSiloed / lost on exitNoneNoneMolecular Memory Network
Supply chain resilienceReactiveNoneNoneReal-time analog discovery
Pharma ICH/BCS/USP intelligenceReference lookupIncompleteExpensive specialistsFull integrated deep dive
Open source + self-hostableN/ANoNoMIT License · full source
// Pricing

Simple, honest pricing.

Gate only what actually costs money to provide. The full formulation intelligence stack — optimizer, certifications, carbon passport, pharma module — is free for every user, forever.

🌱 Free
$0 / forever

Full formulation intelligence. MIT licensed. Deploy anywhere, fork it, build on it. No account required.

  • 1,197+ ingredient database
  • LP + Pareto + Bayesian optimizer
  • All 7 verticals and constraints
  • Certification Oracle (8 certs)
  • Carbon Passport (ISO 14067)
  • Reformulation Lab
  • Pharma Deep Dive (ICH/BCS)
  • QSAR ML (Mordred 1,613 desc)
  • PDF + CSV export
  • Groq LLM (free inference)
  • Claude / GPT-4o LLMs
  • Custom database upload
Launch Free App →
🏢 Enterprise
Custom

For organizations needing API access, SSO, ERP connectors, on-premise deployment, and SLA guarantees.

  • Everything in Pro
  • REST API (JSON)
  • SSO / SAML authentication
  • Dedicated cloud infrastructure
  • ERP / LIMS / SAP connectors
  • On-premise deployment
  • SLA 99.9% uptime
  • Dedicated customer success manager
  • Custom vertical development
  • Audit log (21 CFR Part 11)
  • IP indemnification
  • Unlimited seats
Contact Sales →
// Company and validation

Built by chemists,
backed by science.

ChemeNova LLC is an AI-driven specialty chemicals infrastructure company based in Newark, NJ. We build the formulation intelligence layer that sits between raw chemistry knowledge and physical production — making enterprise-grade R&D capability accessible to any producer.

Our manufacturing partner, ChemRich Global, closes the digital loop: every formulation generated by IntelliForm can be piloted as a real 200 kg batch with a no-cost reformulation guarantee if certification criteria aren't met. Lab to line, fully integrated.

IntelliForm is peer-reviewed and methodology-validated. Our work is published on ChemRxiv (DOI: 10.26434/chemrxiv.15000857, 2026) with active academic partnerships supporting continued research and development.

📄
ChemRxiv Preprint PublishedDOI: 10.26434/chemrxiv.15000857 · 2026
🎓
Academic PartnershipsNJIT · University of Illinois Chicago
⚖️
USPTO Provisional Patent FiledTwo-stage surrogate-assisted NSGA-III pipeline
🌱
MIT Licensed Open Sourcegithub.com/Cheme-Nova/IntelliForm
🏭
Manufacturing Partner: ChemRich GlobalSpecialty pilot batches · NJ/NY/PA · 50–200 kg
Platform intelligence stack
Ingredient database1,197 entries
Certification coverage8 standards
QSAR biodegradability R²0.89
Mordred descriptors1,613
Industry verticals7 covered
Verticals covered
Personal Care Pharmaceuticals Food & Beverage Agricultural Coatings Fabric Care Industrial
// Get started today

30 seconds to your first
certified formulation.

No account. No credit card. No onboarding call. Open IntelliForm, describe what you need, and get a pilot-ready blend with regulatory screening, carbon footprint, and certification probabilities — instantly.

⚗ Open IntelliForm → Book a Pilot Batch