Engineering AI

Solve deep tech problems with rigorous first principles thinking.

Run Analysis

First Report Free

ABOUT
01

Input an engineering problem.

02

Sparlo innovates from first principles to solve it.

30Minutes
6Stages
40+Domains
The Process

First Principles Innovation

01Input Engineering Challenge

Marine electrolyzers corrode and foul within months. Need architecture that survives 5+ years in seawater at <$80/ton CO₂.

30 Min Analysis
02First Principles Reframe

"How do we make replacement so cheap that survival doesn't matter?"

03Innovation Analysis
Patents Analyzed14
Papers Reviewed23
Domains Searched
ElectrochemistryMarine BiologyCorrosion ScienceMembrane TechDesalinationGeothermalSemiconductorAerospace+39 more
Key Discovery
Electrodialysis ReversalfromDesalination30+ years proven
04Output
Analysis Complete
94Confidence
Primary Solution

Polarity-Switching Electrolyzer

via Desalination

The desalination industry solved seawater fouling decades ago with electrodialysis reversal—polarity switching every 15-30 minutes that dissolves scale and kills biofilms before they mature.

Why It Works

CaCO₃ solubility increases ~100x from pH 10 to pH 4. When polarity reverses, acidic conditions dissolve accumulated scale.

Why Industry Missed It

Electrolyzer industry inherited chlor-alkali assumptions. EDR is standard in desalination but the communities don't overlap.

Source Domain

Desalination industry (electrodialysis reversal)

Transfer Mechanism

The physics is identical—scale dissolution at low pH, biofilm disruption from ionic oscillation.

Validation Protocol$50-100K

3-month seawater exposure test with polarity reversal protocol optimization

Electrode degradation <30% over 3 months
Scale thickness <50 μm
Biofilm coverage <20% of surface area
Alternative Solutions
78Sacrificial Anode Arraysvia Marine Engineering
71Pulsed-Current Operationvia Electroplating
67Ceramic Membrane Barriersvia Semiconductor
REF: SPARLO-2024-EDR-001 · Generated in 28 minRead Full Report

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