For mining operations
Production-grade reporting at production speed.
CoEngen is Vertical AI for the Mining Industry. For mining operations, it takes the daily test work interpretation, sampling reports, and shipment-inspection deliverables that keep a mine's commercial and technical operations moving, and drafts them in hours rather than days, with the documentary rigour regulators and counterparties expect.
Daily reporting workload doesn't pause for staffing constraints.
A producing mining operation generates a constant stream of structured analytical and operational data. Daily and shift-level test work. Sampling campaigns. Concentrate and shipment inspection reports. Reconciliation work between assay labs, the metallurgical accounting system, and finance. Every one of those flows requires interpretive documentation that must be produced on a deadline regardless of staffing fluctuations, vacation cycles, or sudden ore-characteristic shifts.
That documentary load was already heavy. The structural shrinking of mining's senior technical workforce makes it harder every year. 72% of mining employers expect retention to worsen over the next five years, and 50% expect hiring to get harder.¹ Operations teams cannot hire out of that gap; they have to extend the people they already have.
¹ World Economic Forum, Future of Jobs Report 2025.
The same intelligence layer, deployed inside the mine.
CoEngen integrates with the systems your operation already runs: site LIMS, vendor lab feeds, sampling and reconciliation tools, Microsoft 365 (Outlook, Excel, Word, OneDrive) for the document side of operations work, and your project document systems. The base model is ready for any custom application; we tailor it to your specific systems, processes, and desired outputs. It reads structured analytical and operational data and drafts the interpretive documentation that goes into:
- Daily and shift-level test-work interpretation for ore-control, grade-control, and metallurgical accounting workflows
- Sampling campaign reports with comparison tables, mineralogical context, and traceable source evidence
- Shipment and concentrate inspection deliverables, including cargo lot certification documentation aligned to applicable inspection standards
- Internal reconciliation memos between metallurgical accounting, assay lab outputs, and finance
- Regulator-facing technical disclosures where the operation is the reporting entity
Your team reviews, refines, and approves. CoEngen does not file your reports. It drafts them so your named experts spend their time on judgment, not on first-draft writing.
What changes, concretely.
- Daily reporting drafted in hours, not days
- Consistent documentary rigour across every shift, every campaign, every shipment. The kind of consistency that simplifies audit and counterparty review.
- Less senior technical-services time consumed by repetitive reporting work
- Faster reconciliation cycles between assay, metallurgical accounting, and finance
- Capacity to produce regulator-facing disclosures without freezing operations work to do it
- Vendor and lab data consolidation automated against any internal template
Run CoEngen on a real reporting workload at your site.
A 4–8 week pilot deploys CoEngen against a real reporting workload at your operation: daily test work, a sampling campaign, a shipment-inspection cycle, or whatever combination fits your priority. You measure the result against your own baseline.