Utilities solutions
Marketing Attribution for Utilities
Beryl Analytics's marketing attribution work for utility providers starts with one question: what decision is this going to change? If we can't answer that in one sentence, we don't build the model. That discipline is why our engagements compound rather than gather dust.
Why utilities teams choose Beryl Analytics for marketing attribution
- Built for compounding value. Each marketing attribution engagement leaves utility providers with infrastructure that accelerates the next one — shared feature stores, reusable pipelines, documented data contracts.
- Real handover. We pair your team into the build from day one. By go-live, they own the system. We're optional from then on.
- Practical AI. We've shipped LLM-augmented analytics where they help, and stayed with simpler models where they outperform. Hype is not a strategy.
- Audit-friendly. Every model decision is traceable. Compliance and risk teams stop blocking — they start enabling.
- Track record. 1,000+ models in production. Across heavy-industry, regulated, and consumer domains.
How we deliver marketing attribution engagements
- 01
Data audit (week 1)
A focused review of what data you have, where it lives, and what shape it's in. Outputs a written read with the gotchas and where to start.
- 02
Contract & instrument (weeks 2-3)
We formalise the inputs the system will depend on — schemas, freshness SLAs, ownership — and instrument anything missing. No model without solid inputs.
- 03
Model + interface (weeks 4-7)
The model itself plus the surface your operators will actually use. Built together so the analysts who debug it know exactly what each output means.
- 04
Soft launch & calibration (weeks 8-10)
Live in a small slice of the business. We watch every decision the system informs, calibrate, and only then expand.
- 05
Full rollout
Scale to the full surface area with documentation, training, and an on-call playbook your team owns end-to-end.
Frequently asked questions about Marketing Attribution for Utilities
How long does a typical Marketing Attribution engagement take for a utilities business?
Most marketing attribution projects for utility providers land a working production slice within 4-6 weeks, then harden and expand over the following 8-12 weeks. Larger utilities 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 utilities?
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 utility providers systems?
Yes. We're tool-agnostic and have integrated with Snowflake, BigQuery, Databricks, Salesforce, SAP, Oracle, custom in-house platforms, and dozens of utilities-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 utilities typically return 4-12x within the first year.
Do you work with utilities 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 utility providers.