ChemeNova combines machine learning, cheminformatics, and green chemistry to make expert formulation intelligence accessible to every producer in the industry.
Expert formulation chemists retire, taking decades of institutional knowledge with them. Certification failures appear after $50k in pilot batches. Sustainability data is expensive to generate and regularly fabricated. Regulatory changes arrive faster than labs can respond. We built IntelliForm to change this.
Not as a chat interface layered on top of a generic LLM — but as a vertically integrated intelligence platform combining physically validated predictions, real-time regulatory data, and commercial-grade manufacturing accountability through our partnership with ChemRich Global.
The result: a certified, cost-optimized specialty chemical blend in 30 seconds, with a direct pathway to a pilot batch through ChemRich in NJ/NY — and a no-cost reformulation guarantee if certification criteria aren't met. Prediction with accountability.
Our work is peer-reviewed, patented, and open-sourced. The platform runs live today on Streamlit Cloud. The manufacturing pipeline is active. The academic validation is published. This is not a concept.
The timing is not coincidental. Three simultaneous forces have opened a window for a vertically integrated platform to redefine how specialty chemicals are formulated, certified, and manufactured.
Generic formulation lookup is now free via any LLM. That destroys the value of information retrieval tools — and opens space for platforms anchored in physically validated predictions, certification accountability, and manufacturing partnerships that LLMs cannot replicate.
EU Carbon Border Adjustment Mechanism enforcement begins 2026. REACH SVHC list expands. COSMOS certification requirements tighten. Every US specialty chemical exporter now has a hard regulatory deadline — and most lack the internal expertise to respond.
Software alone is replicable. Our partnership with ChemRich Global transforms IntelliForm from a SaaS tool into a vertically integrated platform — where digital output connects directly to physical pilot batch production, with commercial accountability baked in.
Every component of the platform — from the ML models to the pilot batch pathway — is anchored in real institutional and industrial partnerships.
Definitive manufacturing partner providing pilot batches across NJ/NY. Every IntelliForm formulation has a direct pathway to physical production — with a no-cost reformulation guarantee if certification criteria aren't met.
Academic research partnership with New Jersey Institute of Technology. Contributes to cheminformatics methodology validation and peer-review support for IntelliForm's core optimization pipeline.
Academic partnership contributing to sustainability scoring methodology, LCA dataset validation, and EcoMetrics framework development underpinning IntelliForm's carbon passport engine.
Every benchmark, every metric, every claim traces back to validated research, published data, or a live physical system.
DOI: 10.26434/chemrxiv.15000857 · 2026 · Open Access
Two-stage surrogate-assisted NSGA-III · EcoMetrics · Circular Formulation Engine
NJIT · University of Illinois Chicago · Peer-reviewed methodology
github.com/Cheme-Nova/IntelliForm · Full source · Self-hostable
Pilot batches · NJ/NY · No-cost reformulation guarantee
JCIM ci-2026-00721h · npj Computational Materials · Nature Chemical Engineering
Not corporate values written by committee — the operating principles that have shaped every product and business decision we've made.
Every benchmark traces to peer-reviewed methodology. We don't publish numbers we can't back with data.
Sustainability scoring is a core output of every formulation — not a marketing feature. ISO 14067 carbon passports are generated automatically.
IntelliForm core is MIT licensed and fully self-hostable. We build trust by giving the community access to our methodology.
Predictions without consequences are guesses. Our no-cost reformulation guarantee means we put skin in the game on every formulation we deliver.