Mining solutions
Marketing Attribution for Mining
If you're investing in marketing attribution for mining operators, you've probably already seen a few proofs-of-concept that never made it to production. Beryl Analytics specialises in the messy middle — turning prototypes into reliable systems your operators actually use.
Why mining teams choose Beryl Analytics for marketing attribution
- One slice, working, in six weeks. No 18-month roadmaps that quietly stall. The first marketing attribution slice is small, complete, and measurable inside the first sprint.
- Data contracts before models. We formalise the inputs your model depends on — schemas, freshness, ownership — so the system doesn't silently rot when an upstream team changes a field.
- Operator-grade UX. marketing attribution outputs render inside the tools your team already uses (your CRM, your ticketing system, your dashboards) — not yet another tab they have to remember.
- Right-sized stack. mining operators don't need a Snowflake plus Databricks plus dbt cathedral to start. We pick the minimum infrastructure that ships value, then grow it deliberately.
- Outcome documentation. Every result is written up with the methodology, caveats, and ablation. Your CFO, auditor, and incoming team lead can all retrace why we built what we built.
How we deliver marketing attribution engagements
- 01
Discovery (week 1-2)
We meet your operators, map data sources, and pressure-test the business case. Half the value is sometimes in killing the wrong initiative and reframing the right one.
- 02
Pilot build (week 3-6)
One vertical slice end-to-end: ingest, model, dashboard, monitoring. Real data, real users, measurable result before we expand.
- 03
Productionise (week 7-12)
Hardening, governance, lineage, runbooks, observability. Pair-programmed with your team so they own it by handover.
- 04
Scale & evolve
Expansion into adjacent use cases, retraining cadence, model performance reviews, and a roadmap that compounds.
Frequently asked questions about Marketing Attribution for Mining
How long does a typical Marketing Attribution engagement take for a mining business?
Most marketing attribution projects for mining operators land a working production slice within 4-6 weeks, then harden and expand over the following 8-12 weeks. Larger mining programmes that touch multiple business units take 4-6 months end-to-end.
What data do you need to start a Marketing Attribution project in mining?
Minimum viable inputs are 12-18 months of historical transactional or operational data, basic entity reference tables, and access to the systems that will consume the output. We can work with messy data — cleaning is part of the engagement.
Can Beryl Analytics integrate marketing attribution with our existing mining operators systems?
Yes. We're tool-agnostic and have integrated with Snowflake, BigQuery, Databricks, Salesforce, SAP, Oracle, custom in-house platforms, and dozens of mining-specific systems. Insights surface inside the tools your operators already use.
How do you measure success on a Marketing Attribution engagement?
Before we model anything, we agree the business decision the output will change and the dollar metric we're targeting — revenue lifted, cost avoided, or risk reduced. Marketing Attribution engagements in mining typically return 4-12x within the first year.
Do you work with mining businesses outside major NZ and AU cities?
Yes. We deliver remotely across New Zealand and Australia and visit on-site for discovery, key workshops, and go-live. Distance is not a blocker — many of our highest-impact marketing attribution engagements have been with regional mining operators.