SERVICE READY

Stop making decisions on messy lab data.

Most teams spend hours preparing data before they can even start analysing it. We turn fragmented lab results into a clean, structured dataset in 24h.

Limited number of audits available per week.
Real Lab Data CSV Output

The high cost of manual data alignment

Most R&D teams lose weeks every year simply trying to make their data talk to itself.

Fragmented Formats

Results trapped in scattered PDFs, CSVs, and non-standardized Excel sheets.

Manual Mapping

Hours spent aligning headers and units just to perform a basic comparison.

Invisible Drift

Statistical anomalies go unnoticed because there's no baseline to compare against.

Slow Decisions

R&D slows down because the data isn't "decision-ready" when the Director needs it.

BEFORE: DATA CHAOS
  • 10+ Fragmented PDFs
  • Inconsistent headers & units
  • Manual data extraction
  • Zero statistical context
AFTER: DECISION CLARITY
  • Unified Master Dataset
  • Aligned parameters & standards
  • Instant historical comparison
  • Automated Statistical Parameters

Engineered for R&D Directors

Stop managing files. Start managing insights.

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Historical Organization

Stop manual Excel entry. We map your disparate laboratory headers into a single, standardised historical dataset.

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Statistical Baselining

Automated 3-Sigma monitoring. Benchmarks every new result against your entire historical dataset to catch drift instantly.

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Comparative View

Side-by-side sample correlation. Visualize performance across multiple batches, suppliers, and timeframes on one axis.

The 24h Journey to Clean Data

Simple, secure, and built for technical leadership.

01

Upload your results

Drop your lab reports (PDF, CSV, Excel) into your private, encrypted Secure Zone.

02

We standardize everything

We perform schema mapping, unit alignment, and a 3-Sigma statistical audit across your history.

03

Receive decision-ready data

You get a structured dataset + insights. Clean, ready to use, and formatted for comparison.

The Standardized Output

From messy PDFs to decision-ready data. Here is exactly what we deliver.

RAW INPUT (PDF/CSV)
Sample: Batch-A
Prop: density (d20)
Val: 0.892 g/cm3
---
Sample: B-02
Density @ 20C: 895 kg/m3

Master Dataset Brief

STANDARDIZED
Sample ID Density (kg/m³) Dev. Status
Batch-A 892.0 0.0% PASS
B-02 895.0 +0.3% WARN
Processed from real multi-lab datasets.

Automated Normalization

We align different units (e.g. g/cm³ and kg/m³) into one standard protocol.

Header Alignment

Disparate lab headers are mapped into your custom master schema.

Statistical Anchors

Baseline every batch against your multi-year historical average.

Decision Ready

Delivered in clean Excel or CSV. Straight to your R&D report.

Is this for you?

  • Teams managing results from multiple 3rd party labs.
  • Engineers manually aligning Excel sheets for comparisons.
  • R&D Directors needing instant visibility on historical drift.

This is NOT for you if:

  • You only process a single dataset once a year.
  • Your lab data is already 100% standardized into a LIMS.
  • You enjoy manual data entry.

Typical scope: 10 lab reports per audit | Turnaround: < 24 hours | First Audit: Free

Designed to validate fit before any commitment.