Get Started with Devano

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Primary Goals

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Data Sources

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What Matters

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What are your primary goals?

Pick the outcomes that matter most right now.

Select all that apply

Make data analysis-readyClean, structured data ready for immediate analysis — Eliminate hours of manual data wrangling and accelerate time-to-insight

Normalize entities across sourcesHarmonize data from different sources into consistent format — Stop wrestling with conflicting definitions and reduce downstream data quality issues

Enable AI/ML modelingPrepare datasets for machine learning and AI applications — Reduce data preparation time from weeks to days and improve model reliability

Make data searchable / discoverableCreate search infrastructure across fragmented data — Find the right datasets in minutes instead of hours of hunting through folders

Build a curated, reviewable datasetHigh-confidence datasets with expert validation — Ensure scientific rigor and defensibility for critical decisions and audits

Something else?

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Primary Goals

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Data Sources

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What Matters

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What data sources do you work with?

Choose every source you expect this system to touch.

Select all that apply

PDFs / papers / reportsScientific papers, clinical reports, documentation

Spreadsheets / CSVsExcel files, CSV exports, tabular data

Internal databasesYour organization's existing databases

Public biomedical sourcesGEO, PubMed, SRA, clinicaltrials.gov, etc.

Vendor/CRO exportsData from external vendors and CROs

Something else?

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Primary Goals

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Data Sources

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What Matters

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What matters most for your workflows? (Optional)

Call out the guardrails and quality bars you expect.

These capabilities are part of Devano's backbone

Ontology alignmentMap data to standard ontologies (MONDO, GO, etc.)

Provenance / traceabilityTrack data lineage and source attribution

Human-in-the-loop reviewExpert validation and curation workflows

Schema evolution over timeAdapt to changing data structures and requirements

QA rules / validationAutomated quality checks and validation rules

Something else?

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Primary Goals

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Data Sources

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What Matters

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Add Context

Add a little context (optional)

Help us understand your day-to-day.

What are your primary use cases?

Role / Title

Team / Department

Company Size

Answer a few guided questions

What are your primary goals?

What data sources do you work with?

What matters most for your workflows? (Optional)

Add a little context (optional)