Solutions · Data Integrity

Data integrity, built into the record.

WLTR keeps the original instrument export, verifies the result independently, and ties every action to a named person. When a decision is questioned later, the answer is already in the record.

The problem

Manual interpretation leaves no defense.

Traditional calibration review depends on analyst judgment, disconnected spreadsheets and inconsistent evaluation criteria. That introduces variability, slows review cycles and creates risk when decisions must be justified later.

01

Fragmented interpretation

The model is chosen by whoever processed the batch, against criteria that shift from analyst to analyst.

02

Spreadsheet archaeology

Results are retyped, recalculated and emailed. The link back to the raw export breaks a little more at every step.

03

Unattributable decisions

Months later, nobody can say who excluded a standard, or why. The record cannot answer for itself.

With WLTR

What a verified record delivers

Standardized evaluation

The same verification logic applies to every calibration, across all methods, analytes and datasets.

Reduced subjectivity

Results no longer rest on individual interpretation, so review reads the same from any seat in the lab.

Clear pass and fail

Outcomes follow structured mathematical rules, not judgment calls made under deadline.

Faster review cycles

Repeated manual checks disappear, and review time goes to the exceptions that deserve it.

Traceable decisions

Every outcome carries the logic behind it, from raw export to approved result.

Audit readiness

The record is defensible the day the auditor arrives, not after a week of reconstruction.

See it work

Change one number. The record catches it.

WLTR records a SHA-256 fingerprint of the original instrument export at upload. Edit any peak area below and watch the fingerprint stop matching. Every value traces back to source text that cannot be altered without detection.

ICAL_COMPOUND-A_RUN0412.TXTIllustrative export
LevelNominal (ng/mL)Peak area
STD 11.00
STD 22.00
STD 35.00
STD 420.0
STD 5100
STD 6500
SHA-256 at upload
calculating…
SHA-256 now
calculating…
Match. This file is identical to the source record.

One verification layer

Four solutions. One layer.

Each solution is one view of the same verification layer. Together they turn raw instrument output into a verified, traceable, QA-approved calibration record.

A record that can answer for itself.

We find operational inefficiencies & design the systems that eliminate it.