Drilling Data QC.
Redefined by AI.

Independent verification of Survey accuracy, LWD/MWD logs, and Daily Reports — powered by AI

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Survey
Accuracy QC

Ensure the integrity of your wellbore trajectory. DrillQC provides independent, transparent validation of directional surveys to maintain the highest standards of operational accuracy.

LWD/MWD Log
Verification

Automate the quality control of your logging data. Our AI models verify depth consistency and log signatures for reliable subsurface visualization and analysis.

Daily Report
Audit

Streamline your reporting workflows. We cross-reference daily drilling reports against rig sensor data to verify operational parameters and ensure complete data consistency.

Four pillars of drilling data integrity

DrillQC audits every layer of your drilling data stack — from raw survey bytes to final end-of-well reports.

Survey Accuracy QC

Independently validates directional survey stations against geomagnetic field models. Detects systematic errors and MSA tolerance violations automatically.

MSA ValidationEOU AnalysisMulti-Station

LWD/MWD Log Verification

Audits log consistency across depth tracks, detects telemetry signal anomalies, depth shift discrepancies, and validates log signatures.

Depth ConsistencyLog SignaturesTelemetry QC

Daily Report Audit

Cross-validates DDR entries against actual rig sensor data — flagging parameter mismatches in mud weight, ROP, WOB before they become discrepancies.

DDR Cross-CheckRig State MatchParameter QC

Real-Time QC Verdicts

Each data submission receives an instant structured verdict — PASS, INCONCLUSIVE, or REQUIRES REVIEW — with a full reasoning chain.

PASS / INCONCLUSIVEReasoning ChainAudit Trail

Three steps to verified drilling data

DrillQC integrates into your existing workflow without disruption.

01

Submit Your Data

Upload DDR files, LAS logs, or survey CSV exports via the DrillQC portal or API.

02

AI Audit Engine Runs

Multi-model AI audits your data against physics thresholds and cross-category consistency rules.

03

Receive Verdict Report

Structured report with per-station verdict, confidence score, and full reasoning chain.

Accuracy you can stake a well on

Rigorously evaluated against real-world and adversarial scenarios before deployment.

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Survey QC Accuracy
Station Displacement & MWD depth-shift detection
0
Overall Audit Accuracy
Across all 7 drilling audit categories
0
False Positive Rate
Zero false positives across 2,200 test cases
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Audit Categories
Survey, LWD/MWD, DDR, Rig State, Physics, LAG, Replay

Ready to audit your next well?

Request a live demo and see DrillQC verify a real dataset in under 60 seconds.