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

From battery CSVs to
results you can trace.

Inspect impedance spectra, summarize formation records, compare production tests with specifications, and review materials-test endpoints. Four focused tools keep calculations, review flags and measurement context together.

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.

Review identifiers, units and the conventions required by each workflow before interpreting a measurement.

02 / INSPECT

Check integrity.

Examine missing-data, inconsistency and duplicate-record flags within each tool's documented scope.

03 / COMPUTE

Show the method.

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

04 / REVIEW

Keep decisions human.

Present review flags alongside preserved source records so your team can investigate and decide.

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
Explore the reference charts with their methods, units and interpretation notes alongside.Read the validation register
PUBLIC EXPERIMENTAL DATA • REFERENCE ONLY
MEASURED DATA, NOT A RENDER / 03

See the signal.
Question the interpretation.

Inspect an openly published EIS reference spectrum in your browser. Follow measured impedance points through explicit imaginary-sign handling, Nyquist and Bode views, and basic integrity flags. See the product scope for the analyses included.

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
Illustration and measured spectrum have separate provenance
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 cover all four tools under one shared named-user entitlement, without automatic cross-tool data transfer.

02 / PROCESS SCIENCEDEMO

FormationIQ

Summarize positive and negative Ah/Wh throughput from current, voltage and time records. Review excluded intervals, time-order issues and peak temperature among valid retained samples.

03 / QUALITY ENGINEERINGDEMO

FactoryIQ

Compare batches and metrics with declared specifications. Review out-of-spec observations, duplicate identifiers and potential outliers alongside the source records.

04 / MATERIALS SCIENCEDEMO

MaterialsIQ

Summarize dimensional growth and mass loss per exposed area and time. Keep replicates, exposure durations and declared test conditions separate.

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

From CAD 1,500, subject to agreed scope, price and terms. One data-quality review, reproducible descriptive analysis, engineering report and readout.

A documented review for your engineers, with findings and next steps tied to the agreed dataset.

View a synthetic sample report
RESEARCH INTEGRITY / 04

Evidence is a feature.
Not a footnote.

Review the measurement, the calculation and the interpretation together. Documented assumptions and review flags make the reasoning open to scrutiny.

UNIT-AWARESOURCE-PRESERVINGREVIEW-FIRSTMETHOD-LIMITED

See validation register

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

Schematic of the research and engineering review workflow.

FOR RESEARCHERS, LABORATORIES AND MANUFACTURERS

Find the right tools for your work.

Try the public previews to inspect the calculations. Local ZIP packages provide larger configured input limits and JSON/CSV export controls. Exact-package acceptance across operating systems remains incomplete; no blanket platform certification is claimed. Individual and laboratory licenses differ in permitted users, not scientific accuracy.

Purchase core-tool licenses through Payhip.