Miners in hard hats work inside a smoky rock tunnel, using drills and water hoses as orange sparks fly and blue headlamps illuminate the cave walls.
ビジネス・トーク

未来の鉱山に向けたデジタルマインドセット

デジタル化および自律型オペレーションにおいて成功するために必要なスキル、役割、そして文化を構築します
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変化への抵抗とデジタルスキルの不足が要因で、技術投資の収益率が制限されています。
未来の鉱山にデジタルマインドセットが必要な理由とは？
デジタルマインドセットは、労働者がAIと連携し、リアルタイムデータを解釈し、自律システムを監督する能力を身につけさせます。

デジタルアカデミーと体系的な変革プログラムにより、導入を加速し、エンゲージメントを高め、次世代の鉱業人材の獲得を促進します。これにより、オペレーターから戦略を担う人材へと転換し、自律化を支える人的基盤を構築します。 

主なメリット
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技術導入の加速 
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従業員のエンゲージメント向上 
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克服すべき文化的抵抗
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持続的なスキル開発

NTTデータのサポート体制は？

01
デジタルアカデミーとスキルアッププログラム 
A woman with glasses holds a tablet in a blue-lit industrial control room, with a colleague at screens and monitors showing code and data.
02
人間とAIが協働する役割の再設計 
Two professionals review a tablet in a blue-lit operations center with multiple monitors showing charts and data, while colleagues work at nearby screens.
03
変更管理と文化の促進 
Technician in a hard hat and safety glasses studies an open electrical control panel, holding a tablet with wiring diagrams in blue-lit industrial surroundings.
04
採用指標とKPI追跡 
Woman in glasses studies glowing blue data dashboards, with charts and graphs reflected in her lenses in a dark analytics workspace.
05
自律化ロードマップに連動した人材戦略
Silhouetted worker in a hard hat stands in a warehouse aisle, surrounded by stacked pallets and containers, backlit by warm golden industrial light.
Excavator and loader work on a muddy forest road at dusk, moving rocks and logs as water splashes, with pine-covered mountains in the background.
実証済みの効果

自律性を備えた労働力

重要な結果
デジタル志向のプログラムを導入した鉱業企業は、定量的な改善を実現しています： 
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デジタル導入率

吸収の速度化 

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スキル準備度

能力向上

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エンゲージメント指数

より高いスコア

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従業員の離職率

 離職率の低下 

デジタル化・自律化された鉱山運用で成果を上げるためのスキル、役割、組織文化を構築します。

 自律化に対応できる人材を育成します→

話しましょう

NTT DATA関連の話題 
すべての講演を見る
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The prediction is about the asset. The intervention is about the mine. Predictive maintenance becomes a timing decision.
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Tailings risk starts with upstream mining decisions
The tailings facility did not create that condition. It inherited it. Tailings are the physical record of upstream choices.
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サプライチェーン＆インダストリー5.0
Material provenance for decision-ready mining operations
A tonne of ore can lose its history long before it loses its consequences. Material provenance is context for deciding what the rock will do next.
Mining Stockpile Management and Conveyor Material Handling System
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サプライチェーン＆インダストリー5.0
Stockpile management as production optionality in mining
A stockpile is a battery made of rock: it stores operating flexibility now so the mine can discharge options later.
https://www.biztalksnttdata.com/contact/
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デジタルエンジニアリング
Blast-to-Mill Optimization as a Closed Mining Decision Loop
A blast is an upstream decision whose full answer may not arrive until the same rock has been loaded, crushed, ground and processed.
Open-Pit Mining Operations with Haul Trucks and Processing Infrastructure
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デジタルエンジニアリング
Geometallurgy as a mining decision system, not a database
A database can describe what the ore is. A decision system changes what the operation does because of what the ore is expected to do next.
A panoramic view of an open-pit mining operation at sunset, featuring a large conveyor belt transporting ore across the site. Industrial processing infrastructure, stockpiles of mined material, reflective water reservoirs, and distant mountain ranges are illuminated by warm golden light under a dramatic cloud-filled sky.
天然資源
サプライチェーン＆インダストリー5.0
Mining blend optimization beyond the highest-grade ore
The richer blend at the mine boundary is not automatically the better blend at the end of the process.
A long conveyor belt transports mined ore through a large open-pit mining operation in a mountainous landscape at sunrise. Golden sunlight illuminates the rugged terrain, dust-filled valley, and extensive conveyor infrastructure stretching across the mine.
天然資源
デジタルエンジニアリング
Dynamic ore constraints: adapt mining decisions as material changes
The equipment did not move. The constraint did. A concentrator bottleneck can be a temporary property of the relationship between this ore and this flowsheet.
Mineral Processing Plant and Concentrator Operations
天然資源
Physical AI
Predictive asset decisions: know when mining equipment must stop
The prediction is about the asset. The intervention is about the mine. Predictive maintenance becomes a timing decision.
Tailings Management Facility and Mine Processing Infrastructure
天然資源
サステナビリティ
Tailings risk starts with upstream mining decisions
The tailings facility did not create that condition. It inherited it. Tailings are the physical record of upstream choices.
Bucket-Wheel Reclaimer Recovering Material from a Mining Stockpile
天然資源
サプライチェーン＆インダストリー5.0
Material provenance for decision-ready mining operations
A tonne of ore can lose its history long before it loses its consequences. Material provenance is context for deciding what the rock will do next.
Mining Stockpile Management and Conveyor Material Handling System
天然資源
サプライチェーン＆インダストリー5.0
Stockpile management as production optionality in mining
A stockpile is a battery made of rock: it stores operating flexibility now so the mine can discharge options later.
https://www.biztalksnttdata.com/contact/
天然資源
デジタルエンジニアリング
Blast-to-Mill Optimization as a Closed Mining Decision Loop
A blast is an upstream decision whose full answer may not arrive until the same rock has been loaded, crushed, ground and processed.
Open-Pit Mining Operations with Haul Trucks and Processing Infrastructure
天然資源
デジタルエンジニアリング
Geometallurgy as a mining decision system, not a database
A database can describe what the ore is. A decision system changes what the operation does because of what the ore is expected to do next.
A panoramic view of an open-pit mining operation at sunset, featuring a large conveyor belt transporting ore across the site. Industrial processing infrastructure, stockpiles of mined material, reflective water reservoirs, and distant mountain ranges are illuminated by warm golden light under a dramatic cloud-filled sky.
天然資源
サプライチェーン＆インダストリー5.0
Mining blend optimization beyond the highest-grade ore
The richer blend at the mine boundary is not automatically the better blend at the end of the process.
A long conveyor belt transports mined ore through a large open-pit mining operation in a mountainous landscape at sunrise. Golden sunlight illuminates the rugged terrain, dust-filled valley, and extensive conveyor infrastructure stretching across the mine.
天然資源
デジタルエンジニアリング
Dynamic ore constraints: adapt mining decisions as material changes
The equipment did not move. The constraint did. A concentrator bottleneck can be a temporary property of the relationship between this ore and this flowsheet.
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