Guides
Material you can use in the lab tomorrow.
Guides, checklists and comparisons for analytical, QC and CMC teams. Free, print-friendly and ready to use.
All guides
Beginner's guide to reliable lab evaluations
Results you can rely on: estimate or calculation, seven questions to ask of every result, your first trial in about ten minutes. 8-page PDF.
Learn moreMolecularIQ Benchmark
On MolecularIQ, a public peer-reviewed chemistry benchmark presented at ICLR 2026, frontier models answered 14 to 41 % of tasks correctly without our tools and 76 to 92 % with them.
Learn moreICH M7 Workflow Guide
From SMILES to mutagenicity assessment, step by step.
Learn moreGxP Readiness Checklist
Are your digital evaluations ready for an audit? 23 checkpoints give you an honest answer.
Learn moreChemistry MCP servers compared
CovaSyn, AiChemy, ChemMCP, OpenChem MCP and DIY at a glance.
Learn more15 LinkedIn posts ready to copy
Fully written, across six themes, including the benchmark.
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Next step
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