Methodology & Rigor

The Architecture of Industrial Truth

At Turkish Metric Group, our methodology isn't just a set of rules; it is a specialized industrial capacity audit system designed to convert messy factory-floor variables into precise sector metrics. We bridge the gap between "reported data" and "actual output" through a multi-layered verification protocol based in Bursa’s industrial heartland.

Explore Analytics Engine

Sensor-Level Granularity

We normalize data from over 40 distinct ERP architectures and legacy PLC systems to ensure industrial capacity figures are comparable across diverse manufacturing environments.

72-Hour Audit Loop

All production data undergoes a three-stage scrubbing process—automated detection, statistical outlier marking, and human expert review—within a 72-hour window.

Three Pillars of Data Integrity

Source Neutrality

To maintain industrial capacity accuracy, we remain software-agnostic. We do not white-label equipment or ERP systems. Our role is strictly the independent observer, ensuring sector metrics are never biased by vendor-specific reporting quirks or "optimal scenario" software presets.

Algorithmic Scrubbing

Raw production data is often "noisy"—skewed by maintenance downtime or sensor calibration errors. Our proprietary algorithms identify these anomalies in real-time, removing false positives and isolating pure operational output for reliable year-over-year comparisons.

Field Validation

Physical audits in Bursa and surrounding industrial zones serve as the ultimate ground truth. We conduct quarterly on-site spot checks to verify that digital feed-line data matches the actual floor inventory, ensuring our reports reflect reality, not just telemetry.

Precision industrial verification visual

Exhibit A.1: The Calibration Threshold

"Accuracy in sector metrics begins at the sub-millimeter level. This visualization represents our sensor alignment protocol where throughput velocity is measured against thermal fluctuations to calculate true depreciated capacity. We don't just count units; we measure the operational cost of every cycle."

Traditional Reporting

Standard Field Telemetry

✕ Unfiltered maintenance spikes treated as production downtime.
✕ Direct CSV exports prone to manual entry duplicates.
✕ Opaque calculation of 'working hours' leads to inflated utilization.

The TMG Standard

Validated Sector Metrics

✓ Verified net-output filtering removing phantom cycles.
✓ Cross-referenced energy consumption to validate output logs.
✓ Regional standard deviation analysis for Bursa manufacturing zones.

Data Integrity Scorecard

Independent assessment of our data quality standards across core industrial sectors.

Evaluation Factor	Metric Standard	TMG Performance	Honest Verdict
Data Latency	Real-time vs Batch	T+1 Verification	Prioritizes verification depth over hyper-speed; 24h lag ensures verified accuracy.
Historical Depth	5-Year Benchmarks	Full 2021-2026	Robust seasonal modeling for Turkish automotive and textile sectors.
Field Density	Regional Coverage	Bursa Phase I Complete	High local saturation in Bursa; emerging data sets for Izmir and Kocaeli.

A Commitment to Precision

When we founded Turkish Metric Group, we recognized that the industrial sector didn't have a data problem; it had a trust problem. Reports were often based on estimates derived from outdated census data or unverified self-reporting.

Every figure we publish is backed by a verifiable chain of custody. We believe that for industrial capacity data to be useful, it must be brutal in its honesty. If a sector shows a 2% decline, we report it—not to cause concern, but to provide the clarity needed for strategic reallocation.

Our team in Bursa is dedicated to maintaining this standard of integrity. We don't just process metrics; we safeguard the digital narrative of our industry.

Emre Yıldız

Director of Methodology

E. Yıldız