Platform
The Intelligence Layer for Matter
Alchemic combines data infrastructure, foundation models, and agentic experimentation into a single platform that turns scientific questions into evidence-backed decisions, and those decisions into work that reaches the plant.
Three Pillars, One Platform
Each pillar is powerful on its own. Together, they create a closed loop from knowledge to action to learning.
Data Infrastructure
Transform fragmented records into executable scientific memory. Ingest, normalize, and connect internal and external knowledge so every decision is backed by evidence.
Learn moreScientific Foundation Models
Multimodal foundation models that reason across molecules, reactions, formulations, processes, and outcomes. Domain-native intelligence grounded in fundamentals.
Learn moreAgentic Labs
From scientific question to executable work. Agents that retrieve evidence, plan experiments, orchestrate tools, evaluate results, and learn from every campaign.
Learn moreThe Closed Loop
Every campaign flows through a continuous cycle. Knowledge compounds with each iteration, making every future decision sharper.
Ingest and unify knowledge from every source
Generate and rank candidates against real constraints
Plan and run campaigns of experiments and simulations
Analyze outcomes, update models, capture learnings
Transfer from bench to pilot to plant with confidence
Knowledge compounds with every cycle
Product Modules
Modular by design, integrated by default. Use what you need, connect everything.
Knowledge Graph
Searchable knowledge graph with citations, entity pages, and relationship exploration.
Design Studio
Target profile builder, constraint editor, candidate ranking, and tradeoff visualization.
Agentic Lab OS
Campaign board, agent plans, tool execution, approval checkpoints, and result summaries.
Decision Layer
Decision memos with citations, readiness indicators, executive rollups, and audit trails.
See the platform in action
Talk to our scientific solutions team about how Alchemic fits your R&D workflows.