Five layers. One pipeline.

Nucleora is a five-layer CAD stack built entirely for nucleic acid design. Each layer has a clear job. Together they produce a verifiable, releasable artifact - not just a sequence.

01

Canvas

Schematic capture - parametric assembly

You assemble a construct from parametric parts - 5′ UTR, Kozak, CDS, 3′ UTR, poly(A) - not by typing characters. Change poly(A) from 80 to 120 nt and the full sequence regenerates underneath you.

The sequence is a rendering of the design. It is never its source of truth. This is how every other mature engineering discipline works, and it is how Nucleora works.

When you change a codon table or a poly(A) length, every downstream layer - DRC, fold, yield - reruns automatically. The construct is always coherent.
CANVAS - mRNA (LINEAR) - REV 4

CONSTRUCT ASSEMBLY

5′ UTR Kozak CDS (spike, human-opt) 3′ UTR poly(A) ×120

RENDERED SEQUENCE (3,897 nt)

GGGAAAUAAGAGAGAAAAGAAGAGUAAGAAGAAAUAUAAGACCAUGAGAGCCGACAAUCCUGGACCUGCAGCUGCCACCG...

Sequence is a rendering. Editing the parts rerenders it.

02

Library

Versioned, provenanced parts

Every part carries its provenance - the database it came from, the accession number, the date it was fetched. Codon usage tables are tallied from real RefSeq CDS sequences.

When a species doesn't have its own table - an okapi, a bongo, a white rhino - Nucleora names the proxy it used and the distance metric. It never approximates silently.

Method-transparency is a design requirement, not a feature. Every number in Nucleora traces to the paper or database it came from.
LIBRARY - CODON TABLES
Human (H. sapiens) RefSeq CDS · 42,188 seqs CAI 1.0
Mouse (M. musculus) RefSeq CDS · 39,417 seqs CAI 0.97
Tiger (P. tigris) RefSeq CDS · 8,204 seqs CAI 0.94
Chimpanzee (P. troglodytes) RefSeq CDS · 17,281 seqs CAI 0.98
White Rhino (C. simum) proxy → D. bicornis CAI 0.89
03

Constraint Engine

Design rules - continuous, real-time

Design rules run continuously as you design. They check GC content, homopolymer runs, secondary structure at the 5′ UTR, restriction site conflicts, synthesis feasibility, and more.

When a rule fails, Nucleora explains why in plain language and - for many rules - offers a synonymous substitution that resolves the problem without changing the protein.

A homopolymer A×9 costs $4,000 and three weeks at the bench. On screen, it costs ten seconds - a few synonymous substitutions and the rule passes.
DRC - CONTINUOUS · LIVE
DRC-001GC content 40-70%PASS
DRC-008No internal Kozak conflictsPASS
DRC-0115′ UTR ΔG ≥ −15 kcal/molPASS
DRC-014Homopolymer A×9 at pos 847ERROR
DRC-015No restriction site conflictsPASS
DRC-031No internal stop codons in CDSPASS
DRC-052Synthesis vendor feasibilityPASS
04

Simulator

Physics in the loop - local, private

ViennaRNA runs locally. Watch the secondary structure change as you edit. The 5′ UTR fold ΔG updates in real-time with every nucleotide change.

Walk the template through the IVT run before it costs anything: predicted yield, cap incorporation efficiency, manufacturability grade, and an itemized order form - all computed on your machine, nothing sent anywhere.

Nucleora publishes the benchmarks it loses. If ViennaRNA is wrong for a particular structure class, that's in the documentation - not hidden.
SIMULATOR - FOLD + IVT RUN
−42.8
ΔG kcal/mol · MFE fold · ViennaRNA 2.6.4
A
Manufacturability grade
94%
Predicted cap efficiency
3.8 mg/ml
Estimated IVT yield
3,897 nt
Transcript length
05

Release Path

From intent to auditable artifact

When you're satisfied with the design, you cut a release. Nucleora generates one signed, immutable artifact: the design revision, every check result, every waiver, every simulation output, and the bill of materials.

SBOL export. 21 CFR 11 signatures. The full audit trail - in a format another person can verify without running Nucleora at all.

"Here's the release record" is a sentence you can say to your CRO, your biosafety committee, your QA team. The record contains everything they need to verify the design independently.
RELEASE RECORD - SIGNED · IMMUTABLE
cn_spike_v4.release SIGNED
Design rev4 · 2026-08-16 14:22 UTC
ConstructConstruct_spike · 3897 nt
DRC resultALL PASS · 0 WAIVED
Fold ΔG−42.8 kcal/mol (ViennaRNA 2.6.4)
Mfg gradeA
SBOL exportcn_spike_v4.xml
Signaturesha256:a3f7...c912

Common questions.

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