ChEMBL bioactivity data in English.
SAR briefings for every global medicinal chemistry team.
SAR briefings circulating in English create information asymmetry for medicinal chemistry teams whose primary working language is not English. Claude retrieves bioactivity data from ChEMBL via MCP, and Lara Translate delivers a localized SAR briefing to each team with your compound terminology preserved exactly.
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From ChEMBL bioactivity data to localized SAR briefings for every team.
Claude queries ChEMBL via MCP and retrieves in vitro bioactivity assay results for the target compound series: potency values, selectivity data, and comparative activity. The SAR briefing is structured with compound prioritization and key findings. Lara Translate localizes using Faithful style, preserving compound names, assay terminology, and numerical data exactly.
Ask Claude to retrieve bioactivity data from ChEMBL
Claude connects to ChEMBL via MCP and retrieves in vitro bioactivity data for the specified target and compound series, returning IC50 values, assay conditions, selectivity data, and structural annotations for each compound across all reported assays.
ChEMBL returns 47 bioactivity results across 12 compounds
ChEMBL returns all 47 assay results with IC50 values, assay format (biochemical or cellular), selectivity measurements, and structural identifiers for each compound. Claude organizes the data by chemotype and structures the SAR briefing with potency trends and selectivity observations annotated.
Lara Translate localizes the SAR briefing into German
Lara Translate localizes the complete SAR briefing into German using Faithful style. IC50 values, selectivity ratios, and structural descriptors treated as non-translatable units, medicinal chemistry terminology enforced via glossary. The glossary enforces approved German equivalents for SAR concepts consistent with the terminology the Berlin team uses in internal reports and publications.
The Berlin team receives a complete German SAR briefing
The Berlin medicinal chemistry team receives a structured German document: 12 compounds organized by chemotype, IC50 ranges from 47 in vitro assays, selectivity ratios against wild-type KRAS, and key structural observations per chemotype. The briefing is ready for the team's design-make-test-analyse cycle, no translation step required from the chemists.
Why exporting ChEMBL data to a spreadsheet and translating it column by column is not a SAR briefing
A translated ChEMBL data export is a table of values, not a SAR briefing. The Berlin medicinal chemistry team still needs to read 47 rows of assay data, identify potency trends across chemotypes, note selectivity observations, and produce a summary document before they can act on the data. Claude does that interpretation and structuring from the ChEMBL query results before Lara Translate localizes the output, so the Berlin team receives an analytical briefing ready for their design cycle, not a translated spreadsheet.
What makes a localized SAR briefing usable for a global medicinal chemistry team.
A SAR briefing with inconsistent compound terminology or paraphrased assay data creates prioritization errors. These four properties prevent that.
Compound and assay terminology consistent across every team
Compound names, assay identifiers, and SAR terminology stay consistent across every localized briefing. Translation memory reuses your approved compound nomenclature.
Faithful style for all bioactivity data
Faithful translation preserves IC50 values, selectivity ratios, and assay terminology exactly. No paraphrase — every data point means what it said in the source.
SAR data and compound priorities preserved exactly
A specific bioactivity result or compound ranking carries precise scientific meaning. You pass the domain and programme context, and Lara Translate localizes accordingly.
Localized SAR briefings for every global team in one session
In any of 203 languages. No information asymmetry between research sites.
Claude + ChEMBL vs.
Claude + ChEMBL + Lara Translate
| What you need | Claude + ChEMBL | Claude + ChEMBL + Lara Translate |
|---|---|---|
| Medicinal chemistry terms matching internal reports | No controlled vocabulary. Compound names and assay terms may vary across language outputs. | Medicinal chemistry glossary aligns with internal report terms |
| IC50 values and selectivity ratios preserved exactly | No style mode. Clinical summaries and technical assay descriptions get the same generic tone. | Faithful style, all numerical values preserved as reported |
| SAR trends structured by chemotype, not raw data | IUPAC names, numeric values, and units may be paraphrased rather than preserved exactly. | Claude structures SAR trends by chemotype before translation |
| Data retrieved and briefing produced in one session | Each ChEMBL record requires manual field-by-field processing per language. | Claude retrieves, structures, and localizes in one conversation |
| All global sites briefed from the same compound data | No translation memory. Repeated compound names are not aligned across records or studies. | 200 languages, same session, same medicinal chemistry glossary |
Ready to brief every global medicinal chemistry team from the same ChEMBL data?
One ChEMBL query. A structured, localized SAR briefing in under 4 minutes.
No credit card required
No credit card required
Build your multilingual AI workflow with us
Tell us your stack and what you want to ship. We'll help you wire your AI assistant to the right tools and Lara Translate so the output lands in every language your team works in — terminology enforced, tone matched.