Life-AI Tools Hub

Your AI lab assistant for every calculation

Describe your experiment in plain language. The AI extracts parameters, fills gaps by asking you, then shows every formula, assumption, and reasoning step — fully reproducible.

1 Describe your experiment naturally
2 AI confirms or asks for missing context
3 Get full calculation with every step shown
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Molecular Biology

6 live · 0 coming

Dilution

Live

Dilution & Solution Prep

Describe your prep in plain language. AI extracts C1, C2, V2 and shows every step of C1V1 = C2V2.

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DNA Copy

Live

DNA Copy Number

Convert ng/μL concentration to pmol/μL and copies/μL with transparent molecular-weight assumptions.

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qPCR

Live

qPCR ΔΔCt Analysis

Paste raw Ct values. AI infers groups, calibrator, and produces a full ΔCt → ΔΔCt → fold-change breakdown.

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OD260

Live

OD260 Conversion

Convert optical density readings to dsDNA, ssDNA, or ssRNA concentrations in μg/mL.

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Molarity

Live

Molarity Calculator

Compute solute mass, solution volume, or final molarity from any two known parameters.

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PCR Efficiency

Live

qPCR Efficiency

Determine PCR amplification efficiency from standard curve slope. Accepts Ct on either axis.

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Primers & Oligos

3 live · 0 coming

Tm

Live

Tm Calculator

Calculate primer melting temperature using nearest-neighbor thermodynamics. Recommends annealing temperature for common polymerases.

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Primer Check

Live

Multiple Primer Analyzer

Analyze a set of primers simultaneously for Tm, GC content, and potential primer-dimer formation.

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MW Calc

Live

Molecular Weight Calculator

Compute average molecular weight from chemical formulas including complex notation like C3H2(NO)4.

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Flow Cytometry

2 live · 0 coming

Panel

Live

Flow Panel Advisor

Describe your cell type, markers, and cytometer. AI recommends fluorophore combinations, highlights spillover conflicts, and explains tradeoffs.

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Spectra

Live

Fluorescence Spectra Viewer

Interactive spectral overlap visualizer for multi-laser panels. AI flags problematic combinations and suggests alternatives.

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Protein Biology

2 live · 0 coming

Ab Dilution

Live

Antibody Dilution Calculator

Calculate antibody working concentration for western blot, IF, or flow. Describe your experiment and get precise volumes.

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DOL

Live

Degree of Labeling (DOL)

Calculate fluorophore-to-antibody molar ratio from absorbance readings. Optimize labeling for flow cytometry or in vivo imaging.

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Genome Editing

1 live · 0 coming

CRISPR

Live

CRISPR gRNA Advisor

Describe your edit target and type (knockout, tag, SNP). AI explains PAM requirements, off-target risks, and donor design strategy.

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