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MINING & ENERGY
An asset-intensive operation generates more information than it can use. The opportunity lives in the gap between what the operation already knows and the moment someone acts on it.
THE STARTING POINT
A site or a plant produces continuous signals: sensors, maintenance, shifts, permits, incidents, suppliers. Almost all of it is recorded and very little reaches the decision-maker in time. The bottleneck is rarely the model — it is that the knowledge lives in reports, emails and people with twenty years on the job.
It is also an environment where safety and licence to operate are not a section of the project: they are the condition. Any capability installed here has to make clear what a person decides, what a system does not decide, and how it is all recorded.
WHERE WE SEE OPPORTUNITY
Manuals, procedures, shift reports and studies searchable in plain language, with the source cited.
Assemble history, previous work orders and recommendations before planning, not during it.
Turn scattered records into a consistent report, with the same criteria across every shift.
Check documentation against requirements and flag what is missing before it stops the work.
Compare proposals, terms and track record within one frame.
Recover internal precedent: what was assessed before, on what assumptions, and what was decided.
WORKFLOWS WE REDESIGN
WHICH TECHNOLOGY, AND UNDER WHAT CONTROL
Retrieval over large technical corpora with the source cited, extraction over reports and work orders, and assistants scoped to a single procedure. Where a recommendation could affect safety, the system prepares the evidence and the decision stays entirely with the accountable person.
WHAT GETS MEASURED
How long between something being recorded and someone acting.
What share of reports is produced to the same standard.
How much engineering time was going into looking for information.
How long it takes to prepare a planned intervention.
How many documentation issues appear in permits and audits.
These are the measures we propose for this industry, and the baseline is set before anything is built. We do not publish third-party results.
HOW BECOME CAN START
CONTINUE HERE
RECOMMENDED SERVICE
Define the strategy, prioritize the value and design the operating model.
WHAT IS USUALLY BEHIND IT
ENABLEMENT BY AREA
THE METHOD
Six stages and five systems: how we take an industry from ambition to value.
TECHNOLOGY
We don’t start with a model or a vendor.
We select technology based on the use case, data, risk level, architecture and your organization’s standards.
Depending on your approved environment, a solution may combine ChatGPT/OpenAI, Claude/Anthropic, Gemini/Google, Microsoft Copilot, other LLMs, APIs and enterprise tools.
Technology changes. Capability should remain.
OTHER INDUSTRIES
Financial services
Banking, insurance, fintech and asset management.
Retail & Consumer
Assortment, pricing, content and service at weekly speed.
Travel & Hospitality
Service, disruption and experience under volume peaks.
Tell us your organisation’s context. We reply with the right starting point, not with a sales sequence.