Dose-response and relative-potency assay software

Analyze potency assays from plate-reader data to the final report.

Import CSV or Excel data, define the plate layout and dilution series, fit linear, 4PL, or 5PL models, evaluate suitability criteria, and generate a PDF with the settings, results, and exclusions.

CSV and Excel imports Linear, 4PL, and 5PL models Exclusion reasons Settings saved with results PDF reports
Example analysis / RP-0421 Settings saved
ANALYSIS / EXAMPLE-04Relative potency · 4PL
restricted fit
Relative potency80.0%within configured range
Slope ratio1.00criterion passed
DispositionPassedall configured checks
Dose–response fitReference Test
Log concentration
All configured suitability checks passed
Included with the resultSource data + analysis configuration fingerprints
AnalysisPlate import through PDF reportSource data and analysis configuration fingerprintsTeam workflowsMethod and report approvals, run history, and trending
One assay workflow

From raw measurements to a finished report.

Import the reader file, define the plate and dilution series, fit the response model, assess suitability, document exclusions, and generate the PDF without rebuilding the analysis in another tool.

01

Import

Load CSV or Excel plate-reader data

02

Map

Assign samples, references, and replicates

03

Dilute

Calculate concentrations from the series

04

Fit

Run linear, 4PL, or 5PL models

05

Evaluate

Apply configured suitability criteria

06

Inspect

Review curves, parameters, and exclusions

07

Report

Generate the complete formatted PDF

Why the workflow matters

A fitted curve does not show how the result was produced.

Potency teams often have to reconstruct which settings were used, how wells mapped to samples, why a value was excluded, and which report belongs with the source file. Provenarium keeps those details with each run.

01

Files and settings end up in different places

Reader files, plate maps, dilution calculations, and model settings are easy to separate when an analysis spans several tools.

02

Reviewers cannot see how the result was calculated

A curve and summary value do not explain the sample assignments, exclusions, suitability criteria, or model settings.

03

Report preparation adds manual steps

Analysts copy values and plots into another document instead of generating the PDF directly from the analysis results.

Organization workspace

Use the approved assay method for every run.

Save the plate layout, dilution scheme, model settings, suitability criteria, and report format as a versioned method. Analysts select an approved version, and reviewers can see what changed and why.

01Draft
02In review
03Approved
04Routine
05Superseded
06Retired
Saved assay methodVersion 3 · Approved

Relative potency · 4PL

Version history3 revisionsMethod ownerBioassay teamStatusApproved for routine use
Revision historySee each change, its reason, verification result, approver, and effective date.
Analysis and review

Review each run and compare assay performance over time.

Inspect curves, parameters, suitability results, and exclusions for an individual run. Organization workspaces add run history for examining drift, comparing lots, and following up on exceptions.

01 / Curve fitting
4PL / restricted fit

Fit the model and calculate potency

Each run records the plate map, model settings, exclusions, suitability criteria, results, and report settings.

02 / Suitability review
Fit criterion Passed Slope ratio Passed Replicate CV Passed

Review suitability and exclusions

Check observed values, fitted parameters, suitability results, exclusion reasons, and the generated PDF.

03 / Organization plan
Released runsLast 8 runs

Monitor assay performance

Use control charts, drift signals, lot comparisons, and alerts to review performance across completed runs.

For regulated bioassay teams

Manage assay methods and results within your quality system.

Every analysis records the software version, SHA-256 fingerprints for the source data file and analysis configuration, exclusion reasons, analyst, date, and report details. The Team plan adds approved methods, role-based access, change history, reviewer approval and electronic signatures tied to a specific report version, product requirements, software test records, and qualification protocol templates. Your organization validates its configured workflow for its intended use.

See what Provenarium provides for validation
INCLUDED WITH EACH ANALYSISRecords needed to review the result
Recorded software version Source data and analysis configuration fingerprints Required exclusion reasons Analyst, date, and run details
Validation is specific to your useYour organization defines intended use, approves procedures, trains users, and validates its configured workflow.
Ways to use Provenarium

Choose a free individual workspace, a shared Team workspace, or custom development.

The Team plan adds approved methods, report review and electronic signatures tied to each report version, protected run history, product requirements and software test records, and qualification protocol templates. Custom work covers assay-specific calculations, importers, reports, integrations, migration, and customer-specific implementation.

Free demo

Individual

Run a complete relative-potency analysis in a private workspace, free.

  • Personal workspace
  • CSV and Excel plate import
  • Linear, 4PL, and 5PL fitting
  • Analysis settings and PDF export
Try the free demo
Project-based

Consulting + custom development

Add assay-specific calculations, file imports, reports, integrations, migration, or implementation support beyond the Team plan.

  • Custom assay models and calculations
  • Assay-specific import and analysis workflows
  • Custom reports and data-exchange formats
  • Plate-reader, LIMS, ELN, and other system integrations
  • Customer-specific data migration, implementation, and validation support
Discuss custom development
Free demo

Run the 4PL example from CSV through the finished PDF report.

Define the plate layout and dilution series, fit the curves, evaluate suitability, and inspect the final report—or tell us how your method differs.