SCIENTIFIC SOFTWARE / BATTERY RESEARCH & FACTORY DATA REVIEW
BATTERY AND ELECTROCHEMICAL ANALYSIS

Turn battery data into
engineering insight.

Specialist tools for impedance measurements, battery formation, production testing and materials experiments - for researchers, laboratories and manufacturers.

01 Traceable calculations02 Data quality review03 Clear scope and limitations
Conceptual 3D illustration of layered battery electrodesConceptual electrode illustration
APPLICATIONS / 04ELECTROCHEMICAL IMPEDANCEFORMATION SCIENCEPRODUCTION QUALITYALLOY DEGRADATION
FROM RECORDS TO REVIEW / 01

Keep the measurement
with the result.

An analysis should tell you where a value came from, what was assumed and what needs a human review.

01 / INGEST

Preserve context.

Retain timestamps, columns, sign conventions and run identifiers before interpreting a measurement.

02 / INSPECT

Check integrity.

Surface gaps, inconsistencies and observations requiring investigation.

03 / COMPUTE

Show the method.

Derive well-defined quantities with transparent units and scope limits.

04 / REVIEW

Keep decisions human.

Flag potential issues without automatically certifying, rejecting or changing source records.

SCOPE MATTERS - Available tools and scientific evidence vary by module. See validation and known limitations.

SCIENTIFIC OBSERVATORY / 02

Let the data
do the talking.

Four interactive domain examples using deterministic, synthetic reference values. Explore the axes and labels before you explore the product.

SELECT ANALYSIS VIEW
ANALYSIS VIEW 01 / 04

Nyquist response / reference RC circuit

SYNTHETIC DATA

Illustrative RC reference spectrum.

Rₛ = 42 mΩ
Methods and limits appear beside the data. No diagnosis is inferred from a reference chart.Read the validation register ↗
PUBLIC EXPERIMENTAL DATA • REFERENCE ONLY
MEASURED DATA, NOT A RENDER / 03

See the signal.
Question the interpretation.

We've added a browser-side inspection of an openly published EIS reference spectrum. It shows measured impedance points with explicit imaginary sign handling, Nyquist and Bode views, and basic integrity flags. It does not automatically diagnose chemistry or certify Kramers-Kronig validity.

Inspect open reference dataset ↗

Source: Keysight / SINTEF 21700 NMC811 30% SoC, DOI 10.5281/zenodo.15422339. The reference dataset is separate from any customer files.

Concept rendering of electrode microstructure; not a microscope image
VISUAL PROVENANCE / conceptual 3D render + separate measured-spectrum browser demo
NEVER interpret an illustration as experimental evidence
THE PRODUCT PORTFOLIO / 03

Four specialist tools.
One product family.

Choose the task you need to investigate. Each tool has its own inputs, outputs and documented methods; the suites bring all four tools under one license.

02 / PROCESS SCIENCEDEMO

FormationIQ

Turn formation records into charge, energy and temperature summaries, with clear flags for gaps and inconsistent data.

Explore formation science ↗
03 / QUALITY ENGINEERINGDEMO

FactoryIQ

Compare production-test results with specifications and investigate unusual measurements and recorded unit dispositions.

Explore production QC ↗
04 / MATERIALS SCIENCEDEMO

MaterialsIQ

Compare dimensional change and normalized mass loss while keeping exposure conditions and repeated measurements distinct.

Explore materials workflows ↗
05 / EXPANSIONROADMAP

Built to expand.

Designed for additional scientific modules as methods, independent evidence and licensing rights are established.

Methods and limitations ↗
Conceptual microstructure illustration of layered electrodes
LEAD-ACID MANUFACTURERS

Make your next review
start with evidence.

Formation coverage, lot specifications, grid-alloy experiments and EIS measurements. A Factory Data Review Pilot focuses on one agreed question and a bounded historical dataset.

Discuss your factory data

Factory Data Review Pilot

Planned launch pricing: from CAD 1,500 after scoping. One data-quality review, reproducible descriptive analysis, engineering report and readout.

No equipment commands, automatic product release or guaranteed savings.

View a synthetic sample report ↗
RESEARCH INTEGRITY / 04

Evidence is a feature.
Not a footnote.

Fits are not validation. Outliers are not failures. A visually smooth curve cannot substitute for a defensible measurement or a documented physical assumption.

UNIT-AWARESOURCE-PRESERVINGREVIEW-FIRSTMETHOD-LIMITED

See validation register ↗

WORKFLOW MODELMETHOD · 01
RAW
INPUTS
→
QA
FLAGS
→
HUMAN
REVIEW
Decision provenanceRETAINED

Schematic workflow; not a claim of validated diagnostic performance or production integration.

FOR RESEARCHERS, LABORATORIES AND MANUFACTURERS

Find the right tools for your work.

Explore ImpedanceIQ tools for impedance measurements, battery formation records, production quality and materials testing. Compare individual and laboratory license options, or review the scope of a factory data-analysis pilot.

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