VRIO Digital · AI-native transformation for utilities
Context Weave · Our knowledge-graph platform is in early access with a small group of utilities. Learn more →
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Context Weave

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AI-native transformation · built for utilities

From essential infrastructure to intelligent operations.

VRIO Digital redesigns how utilities operate — connecting field reality, enterprise data and AI so teams make safer decisions, move faster and improve the measures the business already tracks.

Sector focus
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How AI is changing utilities

From traditional operations to an AI-ready operating model.

Utilities have the data and the ambition. What AI changes is who does the repetitive work: robots walk the rounds, models read the reports and agents do the research, so people spend their time on decisions. These are six shifts we are delivering today, each with the work behind it.

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Evidence

Measured in numbers our clients already track.

Each figure comes from a delivered engagement. Select one to read how it was done.

Selected work

What we have changed inside utilities.

Inspection, reporting, tracking, sales, customer service and compliance. The pattern repeats: find the work people should not be doing by hand, rebuild it around AI, and keep people in charge of the decision.

More of our work
Services

Four AI-led services, one team from assessment to go-live.

Every service starts from what AI can do now, not from a process that gets a model added at the end. Sales, customers, operations and the regulator: the four places a utility's performance is decided.

How every engagement runs

Assess, pilot, scale, run.

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Industries

Four industries we know from the inside.

Each has its own regulators, vocabulary and systems. We bring the ones we have worked in, and the case studies to show it.

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Why VRIO

An AI-native company, rooted in utilities.

Transformation partners, not tool vendors. We grew up inside a utility group's digital programme, so we know how the operation actually runs, and we build with AI from the first day.

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VRIO Digital, position on enterprise AI
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3 offices, one team
Richardson · Halifax · Bengaluru
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Early access Our platform
ContextWeave

What our services taught us, built into a platform.

The hardest part of AI in a utility is context: the meaning spread across systems, documents and email. Context Weave is the knowledge-graph platform we built from that work. It answers leadership questions and drafts regulatory reports with the evidence attached, and it is now in early access with a small group of design partners.

contextweave.app / submissions / rate-case-2026
Rate case · Schedule B-1 · Plant in serviceDraft v4 · 2 open checks
Schedule B-1: Additions to plant in service, FY2026

Total additions to plant in service for the test year were $48.2M ERP · GL 1010, of which $31.6M CWIP register transferred from construction work in progress on in-service dates confirmed by project close-out CO-118.pdf p.3. Two projects (WR-4471, WR-4488) remain in CWIP pending contractor final invoice Email · 14 Mar.

✓ 11 figures resolved to the graph · ● 2 checks open: vintage split for WR-4488; depreciation rate citation · printed on cover sheet

Template · PSC Form B-1 Graph v3 Download · DOCX + evidence
Partners and ecosystem

Formal partners, and the platforms we deliver on.

We are model- and cloud-agnostic. Anthropic and Salesforce are formal partners. The other platforms below are ones our teams use regularly in client delivery.

Formal partners

Partnerships named by VRIO leadership.

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Platforms in our delivery work
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Perspectives

How we think about AI in utilities.

All perspectives →
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Which part of your operation should run differently?

Tell us what your teams are doing by hand. We will bring the closest example from our work.