Panoramic view of a mining operation connected to a port terminal, featuring mineral conveyor systems, industrial infrastructure, and cargo vessels along the coastline.
心を動かす会話

Integrated mining foresight: turn the next 33 hours into action

Visibility is not control. Can the operation act upstream while there is still time to change what is coming downstream?
会議のスケジューリング
ポッドキャストを聴く
-15
+15
0:00
/
0:00
Imagine an operation where the port can see the next 33 hours of concentrate before the material arrives.
WHY THIS "INTEGRATED MINING FORESIGHT" CHALLENGE?
That sounds like visibility. But visibility is not control.

Those who see the consequence may not control its cause. By the time material reaches the port, much of its operational history is already written upstream.

主なメリット
How closing the decision loop changes the role of foresight

A downstream signal can trigger upstream intervention while alternatives are still physically available.

チェックアイコン
Chain value is protected, not one process in isolation

A downstream signal can trigger upstream intervention, protecting chain value rather than optimizing one process in isolation.

チェックアイコン
Less reconstruction, more deciding what can change

Operators can spend less effort reconstructing the situation and more deciding what can change before material reaches the port.

チェックアイコン
Repeatable decisions become candidates for automation

Repeatable, verifiable decisions also become candidates for higher levels of automation as the operation learns its recurring patterns.

チェックアイコン
A business case built on the value of acting earlier

The business case can quantify recurring situations, their frequency, value exposed and benefit from acting earlier in the chain.

NTTデータのサポート体制は？

01
Identify the opportunity window

Find situations where an emerging condition can affect another part of the mining chain, and determine when intervention remains possible.

Mining professional sampling ore from a conveyor belt, with rail transport and port infrastructure in the background.
02
Engineer the decision

Make explicit the signal, consequence, remaining alternatives, competing objectives, authority and operational levers.

Two mining professionals examining ore samples and reviewing operations at a mineral processing facility.
03
Build the live material context

Streaming integration and contextual material models can connect concentrate quality, plant conditions, inventory, shipment commitments and upstream process state.

Automated equipment collecting ore samples from a conveyor belt at a large mineral processing facility.
04
Make foresight actionable upstream

Event-driven decision orchestration can carry a downstream signal and its remaining alternatives to the upstream roles and systems that still hold a useful lever.

Mining professional overseeing haul trucks, excavation and conveyor systems across an integrated open-pit mining operation.
05
Close the loop to physical action

Integration with planning, process control and OT can translate the committed response into blend, operating, inventory or logistics action.

Large-scale ore handling system transferring material to stockpiles as part of an integrated mining operation.
06
Automate what becomes repeatable

Analytics and AI can move selected responses from human analysis to recommendation and supervised execution while exceptions remain visible to people.

Mining professional monitoring haul trucks and processing infrastructure during an active mining operation.
Panoramic view of an integrated mining supply chain connecting ore processing, conveyors, rail transport, stockpiles and port operations.
実証済みの効果
Conditions can become visible downstream while the levers to change them remain upstream

The value of anticipation depends on whether the signal can reach the right decision, authority and operational lever while meaningful alternatives are still available.

重要な結果
Autonomy expands decision by decision across the chain

See earlier. Understand together. Decide while options remain. Act across interfaces. Verify the outcome. Learn the exception.

チェックアイコン
Foresight becomes intervention in an integrated operation

An integrated operation turns foresight into intervention. An autonomous one learns which interventions it can eventually execute by itself.

チェックアイコン
Autonomy is not a switch at the end of a technology program

It expands decision by decision as the operation learns which situations it can resolve reliably within known boundaries.

チェックアイコン
Information, decisions and action stay connected end to end

Information, decisions and physical action stay connected across the value chain as the system expands the situations it can resolve.

チェックアイコン
More time to change the future, not just to watch it

That is what the next 33 hours can become: not more time to watch the future arrive, but more time to change it upstream.

Turn the next 33 hours into time to act

Explore how a connected decision can turn downstream foresight into upstream intervention across integrated mining operations

話しましょう

NTT DATA関連の話題 
すべての講演を見る
A mining worker in high-visibility protective clothing stands in an open-pit mine, observing a large haul truck carrying ore at sunset. The scene features rugged mine walls, muddy tracks, illuminated vehicle lights, and dramatic orange clouds reflecting across the terrain.
天然資源
Exception-led mining operations: turn disruptions into learning
An organization chart shows who owns the normal operation. A contingency shows how the mine actually thinks.
Aerial view of an illuminated mining and processing complex with conveyors, roads, industrial facilities, and loading infrastructure extending along the water at dusk.
天然資源
Valuable mining integration: connect only what changes decisions
Most decisions in a mine should not become integrated decisions. The best integrated mine may know exactly when not to integrate.
Worker in safety gear walking through a mineral processing plant alongside heavy industrial machinery.
天然資源
Mining value chain trade-offs: arbitrate critical decisions
Integration is not everyone agreeing. It is the chain knowing how to choose when good objectives conflict.
A panoramic view of a large-scale mining operation at dusk, featuring extensive conveyor belt systems transporting extracted material across rugged terrain. Illuminated industrial infrastructure, winding haul roads, and processing facilities extend toward a coastal port area, highlighting the connectivity and complexity of the mining value chain from extraction to export.
天然資源
Mining decision memory: preserve context across every shift
A mine that repeatedly solves exceptions can still stand still. It begins to become autonomous when the exceptions leave memory behind.
Panoramic view of a large coastal mining and export facility at sunset, featuring conveyor belts, industrial processing plants, stockpiles of mined material, cargo ships docked at a port, and winding transport roads set against a mountainous shoreline.
天然資源
Distributed accountability for integrated mining decisions
Accountability can remain distributed. The decision cannot remain disconnected.
Open-pit mine at sunset with heavy haul trucks transporting ore along winding roads.
天然資源
Mining decision window: act before operational options disappear
The important clock does not start when the impact is finally visible in production. It starts when the condition first becomes knowable.
Mining operations team deploying Physical AI through controlled implementation waves, progressing from supervised use cases to domain-level autonomy and cross-domain orchestration while monitoring safety, performance, and operational continuity.
天然資源
自律運転
Connected, Remote & Autonomous Operations
Physical AI
Implementing the Agentic IROC
Deploying Physical AI in controlled waves so the operation builds trust, demonstrates value, and advances toward cross-domain orchestration without compromising safety or continuity.
Mining engineers transforming an approved autonomous operating model into production-ready engineering packages covering AI agents, data, integrations, authority, cybersecurity, testing, and commissioning.
天然資源
Connected, Remote & Autonomous Operations
Physical AI
Engineering the Agentic IROC
Turning an approved autonomous operating model into buildable, testable, cybersecure engineering packages for agents, data, integrations, authority, and commissioning.
A mining worker in high-visibility protective clothing stands in an open-pit mine, observing a large haul truck carrying ore at sunset. The scene features rugged mine walls, muddy tracks, illuminated vehicle lights, and dramatic orange clouds reflecting across the terrain.
天然資源
Exception-led mining operations: turn disruptions into learning
An organization chart shows who owns the normal operation. A contingency shows how the mine actually thinks.
Aerial view of an illuminated mining and processing complex with conveyors, roads, industrial facilities, and loading infrastructure extending along the water at dusk.
天然資源
Valuable mining integration: connect only what changes decisions
Most decisions in a mine should not become integrated decisions. The best integrated mine may know exactly when not to integrate.
Worker in safety gear walking through a mineral processing plant alongside heavy industrial machinery.
天然資源
Mining value chain trade-offs: arbitrate critical decisions
Integration is not everyone agreeing. It is the chain knowing how to choose when good objectives conflict.
A panoramic view of a large-scale mining operation at dusk, featuring extensive conveyor belt systems transporting extracted material across rugged terrain. Illuminated industrial infrastructure, winding haul roads, and processing facilities extend toward a coastal port area, highlighting the connectivity and complexity of the mining value chain from extraction to export.
天然資源
Mining decision memory: preserve context across every shift
A mine that repeatedly solves exceptions can still stand still. It begins to become autonomous when the exceptions leave memory behind.
Panoramic view of a large coastal mining and export facility at sunset, featuring conveyor belts, industrial processing plants, stockpiles of mined material, cargo ships docked at a port, and winding transport roads set against a mountainous shoreline.
天然資源
Distributed accountability for integrated mining decisions
Accountability can remain distributed. The decision cannot remain disconnected.
Open-pit mine at sunset with heavy haul trucks transporting ore along winding roads.
天然資源
Mining decision window: act before operational options disappear
The important clock does not start when the impact is finally visible in production. It starts when the condition first becomes knowable.
Mining operations team deploying Physical AI through controlled implementation waves, progressing from supervised use cases to domain-level autonomy and cross-domain orchestration while monitoring safety, performance, and operational continuity.
天然資源
自律運転
Connected, Remote & Autonomous Operations
Physical AI
Implementing the Agentic IROC
Deploying Physical AI in controlled waves so the operation builds trust, demonstrates value, and advances toward cross-domain orchestration without compromising safety or continuity.
Mining engineers transforming an approved autonomous operating model into production-ready engineering packages covering AI agents, data, integrations, authority, cybersecurity, testing, and commissioning.
天然資源
Connected, Remote & Autonomous Operations
Physical AI
Engineering the Agentic IROC
Turning an approved autonomous operating model into buildable, testable, cybersecure engineering packages for agents, data, integrations, authority, and commissioning.
ドラッグ