Virtual LabData analysisPackages

Padma at the core. Scientists side by side.

Start with Padma in the workspace. When you want a human scientist on the study, or a partner from samples to answer, the optional packages run on the same pipelines, the same independent QC and the same provenance record.

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Compare the packages.

	The core · livePadma, AI scientist	Optional, side by sideScientist-led analysis	Most completeEnd-to-end package
You send	Sample sheet and count matrices or FASTQs, uploaded to the workspace	Data, after a written scope	Samples; sequencing and laboratory experiments through qualified third-party laboratories
Who runs it	Padma, on a sealed engine, when you press Start	Our scientists, end to end	Third-party laboratories for the lab work; Padma for everything else, with our scientists
Assays	Every assay in the catalogue	Every assay in the catalogue	Every assay in the catalogue
Design review	Padma reads the sheet before anything runs	On the scoping call, in writing	Before samples are sequenced
You receive	Report, figures, tables, claims and run record, sealed	Report, figures, tables, code, containers, provenance record	The finished study and a manuscript draft, plus repository submission support
Interpretation	Questions answered by Padma from the delivered results	Signed by a credentialed scientist, limits stated	Signed by a credentialed scientist, limits stated
Start	Create an account; a trial workspace opens	Talk to us	Talk to us

The core · livePadma, AI scientist

You send: Sample sheet and count matrices or FASTQs, uploaded to the workspace
Who runs it: Padma, on a sealed engine, when you press Start
Assays: Every assay in the catalogue
Design review: Padma reads the sheet before anything runs
You receive: Report, figures, tables, claims and run record, sealed
Interpretation: Questions answered by Padma from the delivered results
Start: Create an account; a trial workspace opens

Optional, side by sideScientist-led analysis

You send: Data, after a written scope
Who runs it: Our scientists, end to end
Assays: Every assay in the catalogue
Design review: On the scoping call, in writing
You receive: Report, figures, tables, code, containers, provenance record
Interpretation: Signed by a credentialed scientist, limits stated
Start: Talk to us

Most completeEnd-to-end package

You send: Samples; sequencing and laboratory experiments through qualified third-party laboratories
Who runs it: Third-party laboratories for the lab work; Padma for everything else, with our scientists
Assays: Every assay in the catalogue
Design review: Before samples are sequenced
You receive: The finished study and a manuscript draft, plus repository submission support
Interpretation: Signed by a credentialed scientist, limits stated
Start: Talk to us

Scope and terms.

In scope: Experimental design and power; sequencing and laboratory experiments (proteomics, flow cytometry, functional assays) arranged through third-party laboratories and cores; independent QC; analysis across bulk RNA-seq, single-cell RNA/ATAC/multiome, CITE-seq, single-cell DNA, spatial, immune repertoire, WES/WGS, methylation and long-read; multi-omic integration; clonal-evolution reconstruction; biomarker modelling; other biomedical data types scoped on request; public-repository submission; NIH Data Management and Sharing Plan drafting support.
Out of scope: Laboratory work in our own facilities (we operate none; it is arranged with third-party laboratories); clinical testing; diagnostic interpretation; regulatory submissions; institutional certification of DMS plans; authorship guarantees; any warranty as to publication acceptance.
Terms: Every engagement beyond the workspace is scoped and quoted in writing. Deposit on signature, milestone on data delivery, balance on the final report. Client data stays the client’s.