Platform

Design

Score Constructs Before You Clone

You design a bunch of constructs, commit them to the bench, and wait weeks to learn which ones were never going to express. Design scores every candidate in silico and surfaces the handful worth making.

Yield RankingSolubilityAggregationPTM LiabilitiesTag & Fusion
ConstructYieldDev
C-142PICK0.860.71
C-0610.810.77
C-2070.740.68
C-2330.690.64
C-0890.620.58
Constructs Ranked by Predicted Yield, with a Developability Read
Signature Strength

Yield Ranking, with a Developability Read

Yield is the strong, validated signal — the axis that decides whether a construct is worth making. Developability rides alongside it as an early risk read, calibrated on real mammalian constructs.

0.69
AUROC · Developability on ~1,500 Mammalian Constructs

See It in the Workspace

From a Sequence to a Ranked Shortlist

Score and pick constructs in the same tool you characterize and stabilize in — with the yield and developability read side by side.

ÇB
Dashboard / Wet-Lab Trials / Tumor Necrosis Factor
Protein

Tumor Necrosis Factor

ID: a7d12d40-2fff-48d8-b1ba-753bf47f54b9
Overview
Characterize
Stabilize
Design
Bench
Search ID, tag, fusion…1149 of 1159
AbsoluteComparison New
MethodHostConstructYieldDevelopability
ReferenceCell Free
N
Target
C
41.2
50.0
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
Target (80-227)
C
91.2
63.1
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
His8
Target (80-233)
C
86.5
68.9
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
Target (80-233)
Strep-tag II
C
84.0
68.9
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
His8
Target (80-233)
C
82.7
68.9
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
His8
Target (80-227)
C
79.3
63.1
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
His6
Target (80-227)
C
73.5
63.1
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
His6
Target (80-233)
His6
C
61.8
68.9
CombinatorialCell Free
N
SUMO
MBP
HRV 3C
His8
Target (80-233)
Strep-tag II
C
44.2
68.9
Relative predicted scores (0-100) · ranked by yield + developability · 9 of 1,159

Two Scores, One Decision

Rank for Yield, Watch the Trade-offs

Tune for what the project actually needs — and see the trade-offs before you commit a single clone.

The Strong Signal

Expression Yield

Every construct is ranked by predicted expression yield — the read that decides whether it's worth making at all. Validated prospectively and blind on cell-free panels.

Construct RankingTag & Fusion SearchTruncations & Boundaries
The Early Read

Developability

An early flag on the liabilities that sink a construct downstream — solubility, aggregation propensity, and PTM liabilities — so the risky ones surface before you commit a plate.

SolubilityAggregationPTM Liabilities
FGF21 · Blind

A Real Trade-off, Confirmed at the Bench

Design kept disordered C-terminal residues most people trim — trading a little yield for better developability. Predicted and measured agreed on the direction of both axes.

Read the Results
Expression Yield vs. reference
Predicted0.61
Measured0.58
Developability vs. reference
Predicted0.90
Measured0.85

vertical mark = common reference construct

In Detail

Everything Design Scores and Searches

A construct is a set of choices — boundaries, tags, fusions, host. Design scores all of them, and shows you the search space it covered.

Expression Yield

  • Every Construct Ranked on a 0–100 Scale
  • Reference and Combinatorial Designs Side by Side
  • Cell-Free and Mammalian Expression Hosts
  • Thousands of Candidates Ranked in One Pass

Developability

  • Solubility
  • Aggregation Propensity
  • PTM Liabilities
  • An Early Risk Read Carried Alongside Yield

Construct Search

  • Truncations and Domain Boundaries
  • N- and C-Terminal Tag Placement
  • Cleavage-Site Selection
  • Position-Aware Scoring, Not a Flat Checklist

Tags & Fusions

  • Solubility Fusions — MBP, SUMO
  • Affinity Tags — His6 / His8, Strep-tag II
  • Cleavage Sites — HRV 3C, TEV
  • Every Combination Scored, Not Just the Defaults

Compare & Decide

  • Absolute and Comparison Modes
  • Star and Shortlist the Candidates Worth Making
  • Search by ID, Tag, or Fusion
  • Export the Ranked Table

Proof on Your Targets

  • A Prospective, Blind Benchmark per Engagement
  • Predicted versus Measured on Your Own Data
  • Direction-of-Effect Reported Honestly, Either Way

Yield is the validated axis. Developability is an early risk read — useful for triage, not a guarantee.

Design Your Constructs

Score every candidate for yield and developability in silico, and take only the top-ranked few to the bench — instead of filling plates to find the one that expresses.