How Chemantics works
From scientific sources to traceable decisions
Chemantics transforms fragmented scientific information into traceable decisions through four connected steps, preserving context, meaning, and evidence at every stage.
1
Ingest
scientific information
2
Preserve
entities and meaning
3
Apply grounded
scientific reasoning
4
Act with
traceable evidence
How Chemantics works
From scientific sources to traceable decisions
Chemantics transforms fragmented scientific information into traceable decisions through four connected steps, preserving context, meaning, and evidence at every stage.
1
Ingest
scientific information
2
Preserve
entities and meaning
3
Apply grounded
scientific reasoning
4
Act with
traceable evidence
How Chemantics works
From scientific sources to traceable decisions
Chemantics transforms fragmented scientific information into traceable decisions through four connected steps, preserving context, meaning, and evidence at every stage.
1
Ingest
scientific information
2
Preserve
entities and meaning
3
Apply grounded
scientific reasoning
4
Act with
traceable evidence
Ingest scientific information
Ingest relevant scientific information from laboratory systems, registration systems, applications, databases, documents, and literature while preserving its original source and context.
Every imported entity, description, and assertion remains linked to its source, enabling traceability throughout enrichment, integration, and reasoning.
1
Scientific data sources
Laboratory systems
e.g. LIMS, ELN, Sample Management
Scientific registration systems
e.g. chemicals and biologics
Business and scientific applications
e.g. SAP, chemical catalogs
External scientific databases
e.g. ChEBI, PubChem
Scientific documents
e.g.protocols, safety data sheets
Scientific literature
e.g. patents, journal articles
Preserve entities and meaning
Scientific entities remain identifiable across experiments, formulations, publications, databases, and applications. Their relationships, descriptions, and evidence remain explicitly connected and traceable.
2
Persisted scientific entities
Chemicals
Biologics
Specifications
Formulations
Batches
Samples
Reactions
Experiments
Entities can be ingested from external sources or created directly within Chemantics, then persist across experiments, formulations, publications, and systems without losing identity or scientific meaning.
Apply grounded
scientific reasoning
Analyze connected scientific knowledge while retaining access to the entities, relationships, context, and evidence behind every result.
3
Trace relationships and evidence
Follow connections across entities, pathways, experiments, formulations, publications, and sources.
Detect Inconsistencies
Identify conflicting assertions, missing context, outliers, and data-quality issues across connected sources.
Generate hypotheses and predictions
Infer properties and outcomes, identify analogues, and suggest reaction or experimental conditions from contextualized knowledge.
Act with
traceable evidence
Turn connected knowledge and grounded reasoning into decisions that remain linked to their scientific context and supporting evidence.
4
Accelerate Discovery
Reveal relevant relationships and evidence faster, supporting hypothesis generation and research breakthroughs.
Optimize research and experiments
Recommend conditions, materials, and next steps while preserving the rationale behind each recommendation.
Support scientific decisions
Compare options and evaluate conclusions using complete, traceable context.
Ingest scientific information
Ingest relevant scientific information from laboratory systems, registration systems, applications, databases, documents, and literature while preserving its original source and context.
Every imported entity, description, and assertion remains linked to its source, enabling traceability throughout enrichment, integration, and reasoning.
1
Scientific data sources
Laboratory systems
e.g. LIMS, ELN, Sample Management
Scientific registration systems
e.g. chemicals and biologics
Business and scientific applications
e.g. SAP, chemical catalogs
External scientific databases
e.g. ChEBI, PubChem
Scientific documents
e.g.protocols, safety data sheets
Scientific literature
e.g. patents, journal articles
Preserve entities and meaning
Scientific entities remain identifiable across experiments, formulations, publications, databases, and applications. Their relationships, descriptions, and evidence remain explicitly connected and traceable.
2
Persisted scientific entities
Chemicals
Biologics
Specifications
Formulations
Batches
Samples
Reactions
Experiments
Entities can be ingested from external sources or created directly within Chemantics, then persist across experiments, formulations, publications, and systems without losing identity or scientific meaning.
Apply grounded
scientific reasoning
Analyze connected scientific knowledge while retaining access to the entities, relationships, context, and evidence behind every result.
3
Trace relationships and evidence
Follow connections across entities, pathways, experiments, formulations, publications, and sources.
Detect Inconsistencies
Identify conflicting assertions, missing context, outliers, and data-quality issues across connected sources.
Generate hypotheses and predictions
Infer properties and outcomes, identify analogues, and suggest reaction or experimental conditions from contextualized knowledge.
Act with
traceable evidence
Turn connected knowledge and grounded reasoning into decisions that remain linked to their scientific context and supporting evidence.
4
Accelerate Discovery
Reveal relevant relationships and evidence faster, supporting hypothesis generation and research breakthroughs.
Optimize research and experiments
Recommend conditions, materials, and next steps while preserving the rationale behind each recommendation.
Support scientific decisions
Compare options and evaluate conclusions using complete, traceable context.
Ingest scientific information
Ingest relevant scientific information from laboratory systems, registration systems, applications, databases, documents, and literature while preserving its original source and context.
Every imported entity, description, and assertion remains linked to its source, enabling traceability throughout enrichment, integration, and reasoning.
1
Scientific data sources
Laboratory systems
e.g. LIMS, ELN, Sample Management
Scientific registration systems
e.g. chemicals and biologics
Business and scientific applications
e.g. SAP, chemical catalogs
External scientific databases
e.g. ChEBI, PubChem
Scientific documents
e.g.protocols, safety data sheets
Scientific literature
e.g. patents, journal articles
Preserve entities and meaning
Scientific entities remain identifiable across experiments, formulations, publications, databases, and applications. Their relationships, descriptions, and evidence remain explicitly connected and traceable.
2
Persisted scientific entities
Chemicals
Biologics
Specifications
Formulations
Batches
Samples
Reactions
Experiments
Entities can be ingested from external sources or created directly within Chemantics, then persist across experiments, formulations, publications, and systems without losing identity or scientific meaning.
Apply grounded
scientific reasoning
Analyze connected scientific knowledge while retaining access to the entities, relationships, context, and evidence behind every result.
3
Trace relationships and evidence
Follow connections across entities, pathways, experiments, formulations, publications, and sources.
Detect Inconsistencies
Identify conflicting assertions, missing context, outliers, and data-quality issues across connected sources.
Generate hypotheses and predictions
Infer properties and outcomes, identify analogues, and suggest reaction or experimental conditions from contextualized knowledge.
Act with
traceable evidence
Turn connected knowledge and grounded reasoning into decisions that remain linked to their scientific context and supporting evidence.
4
Accelerate Discovery
Reveal relevant relationships and evidence faster, supporting hypothesis generation and research breakthroughs.
Optimize research and experiments
Recommend conditions, materials, and next steps while preserving the rationale behind each recommendation.
Support scientific decisions
Compare options and evaluate conclusions using complete, traceable context.
You define the science.
We connect the knowledge.
See how Chemantics can preserve the entities, descriptions, relationships, and evidence behind your scientific work.