ChemInfinita™ in CHEESE SynthonGPT: Synthesis-Aware Exploration at Scale

ChemInfinita™ is now fully integrated into CHEESE SynthonGPT, the AI-driven synthesis-aware discovery platform developed by Deep MedChem. This collaboration brings ChemInfinita's 800+ billion make-on-demand compounds directly into a generative, synthesis-constrained search environment—connecting virtual chemical space exploration with real-world delivery.

What this integration enables

Through CHEESE SynthonGPT, scientists working within ChemInfinita™ can now:

• Explore previously underrepresented chemical space — including bRo5-relevant chemotypes that are systematically underrepresented in conventional screening collections
• Apply a generative model constrained by real synthetic conditions — new compound ideas are guided by validated reaction logic and practical synthetic accessibility, not unconstrained enumeration
• Work within synthetically accessible, project-relevant designs — the generative output stays anchored to ChemInfinita's reaction-first build philosophy
• Navigate from idea to synthesis-ready output in one environment — from initial hypothesis through compound prioritization to feasible synthesis plans

Availability, pricing, and quotations can be validated directly with OTAVA via the CHEESE interface.

Why synthesis-aware access matters

Ultra-large virtual spaces only deliver value when they are searchable, navigable, and translatable into synthesis. ChemInfinita was designed from the outset around this principle — reaction-first construction from commercial and proprietary building blocks, with synthetic feasibility as a core design parameter rather than a post-filter.

CHEESE SynthonGPT extends this principle into the generative layer: rather than enumerating from a fixed library, it applies generative models constrained by the same validated reaction logic that underlies ChemInfinita's construction. The result is a coherent path from exploratory search through prioritization to practical follow-up synthesis — within a single platform.

Complementary to existing ChemInfinita access modes

This integration operates alongside the existing Alipheron-based access routes (Hyperspace Search and Pharos-3D). Teams can choose the access mode most aligned with their workflow:

• Alipheron Hyperspace Search / Pharos-3D — similarity, substructure, and 3D search with DataWarrior-based ordering workflow (see ordering details above)
• CHEESE SynthonGPT — generative, synthesis-aware exploration with AI-assisted hypothesis generation and compound prioritization

Both routes connect to OTAVA's make-on-demand synthesis infrastructure for practical follow-up.

Inquiries

To explore ChemInfinita™ access via CHEESE SynthonGPT, or to discuss a focused subspace relevant to your program, contact: This e-mail address is being protected from spambots. You need JavaScript enabled to view it