Evidence, not adjectives

Show the work.

Every production image is blocked unless the validation suite passes. These are executed tests from the same build that serves this page.

11/11 REQUIRED TESTS PASS

PASS

Analytical ground truth

Linear standard-curve recovery

auto selected linear; recovered 3.0000 from expected 3.0000

AssayPilot deterministic fixture

PASS

Analytical ground truth

4PL standard-curve recovery

auto selected 4PL; recovered 5.0000 from expected 5.0000

AssayPilot deterministic fixture

PASS

Analytical ground truth

Dose-response IC50 recovery

IC50 recovered 3.0000 from expected 3.0000

AssayPilot deterministic fixture

PASS

Analytical ground truth

qPCR relative-expression recovery

treated relative expression 4.0000; biological n preserved at 8 samples

AssayPilot deterministic fixture

PASS

Analytical ground truth

Michaelis–Menten parameter recovery

Vmax 120.000/120.000; Km 18.000/18.000

AssayPilot deterministic fixture

PASS

Analytical ground truth

Growth-curve finite metrics

finite positive AUC=13.898, max log growth rate=3.263

AssayPilot deterministic fixture

PASS

Input semantics

Raw plate-matrix flattening

2×6 matrix flattened into 12 explicit well measurements

AssayPilot deterministic fixture

PASS

Vendor compatibility

Agilent/BioTek Gen5 standard-curve fixture

96 wells parsed; linear selected; SPL1:1 1205.96 vs Gen5 1206.08 (0.01% difference)

Benchling Open Source Allotropy MIT test fixture

PASS

Vendor compatibility + safe refusal

Thermo QuantStudio qPCR fixture

14 qPCR measurements parsed; first Ct=18.717; missing reference biology correctly blocked

Benchling Open Source Allotropy MIT test fixture

PASS

Vendor compatibility + safe refusal

Bio-Rad CFX Maestro missing-target fixture

48 measurements parsed; missing target labels detected; FAM/VIC not guessed as genes

Benchling Open Source Allotropy MIT test fixture

PASS

Vendor compatibility

Molecular Devices SoftMax Pro fixture

192 plate-reader measurements parsed through vendor adapter

Benchling Open Source Allotropy MIT test fixture

What this does not prove

No fake certification language.

Vendor fixture compatibility is not vendor certification and does not imply every software or instrument version is supported.
qPCR biological interpretation still requires explicit target/reference and grouping semantics; AssayPilot deliberately refuses to infer missing gene identity from reporter dyes.
Synthetic ground-truth tests validate numerical recovery, not clinical or diagnostic performance.

Compatibility with a test fixture is evidence for that tested format, not a claim that every firmware, instrument, assay or laboratory convention is supported.