A live network view.
Every reading accountable.

Connect meter, sensor and asset records so network operations can act on current data with a traceable path back to source.

  • Readings on one stream

    Connect telemetry to its asset and operating context.

  • Moves with reconciliation

    Check legacy readings before the new platform takes over.

  • Governed for review

    Make owners, access and lineage explicit.

Scoped in the first working session · Fixed price · The findings are yours

Head endOperationsMetersBand breach

Read the network.
Account for every source.

Meters, asset registers and legacy platforms describe the network differently. A checked data path gives operations a current view and reviewers a traceable record.

  • Surface the exception

    Bring readings into the operating window that matters.

  • Reconcile the move

    Compare source and target before approving each wave.

  • Keep the audit trail

    Connect the serving model to its owners and lineage.

This is the right partner when

  • Meter and asset feeds cannot be read together.
  • A legacy platform needs to move with reconciliation.
  • Access and lineage need a documented operating model.
StoresCountsValuesPlatform
Legacy readings are checked against the source before the governed platform takes over.

Data and AI work
for network operations.

Start with the decision, follow the data, and leave each engagement with something your team can use.

  • StreamRuleAction

    Live meter and asset telemetry

    Bring meter and sensor events into a live KPI board. Put the relevant exception in front of network operations.

    You receiveLive KPI board

    Delivered through Real-Time Intelligence
  • SourceTargetSigned

    Legacy readings moved with proof

    Sequence legacy data into bounded migration waves. Compare source and target before the new estate takes over.

    You receiveCutover evidence

    Delivered through Migrations
  • BronzeSilverGold

    A governed target platform

    Design data layers and environments around the asset record. Configure access before the serving path opens.

    You receiveConfigured target estate

    Delivered through Data Infrastructure
  • OwnerAccessDataset

    Access and lineage for review

    Map owners and access rules across meter and asset domains. Give reviewers a documented lineage design.

    You receiveAccess design

    Delivered through Data Governance
  • QuestionSemantic modelGold layer

    Operations and asset reporting together

    Agree definitions across network operations and asset management. Build reporting from the same governed semantic model.

    You receiveSemantic model

    Delivered through Analytics & BI
The Mandelbulb Kit Utilities edition

Engineered in-house.
The Mandelbulb Kit.

Accelerators, agents and products we build and maintain ourselves, brought into an engagement wherever they fit.

EventsLive KPIsActionStreamingThresholdAlertWorkflowTicketAutomated

Real-time accelerator · Watch the reading

Pulse

Your own operational events, turned into decisions while the work is still moving.

  • Takes operational events into live KPIs
  • Raises anomaly alerts and automated actions
  • Starts with two weeks on one stream family

On the event stream

Explore more about Pulse

Proof from energy.

A utility-scale solar farm at blue hour, wind turbines on the far ridge and transmission lines into the haze

PeakEnergy

Energy · Renewables

  • The deal pipeline kept in one place
  • Every lost bid explained
  • Competitor capacity tracked as it is announced
  • New markets scored before the team commits

How PeakEnergy Learns From Every Bid Across Asia

A renewables developer wins or loses on price, terms and timing. Every lost bid is now read against the winning terms, competitor capacity is tracked as it is announced and new markets are scored the same way every time.

Questions buyers ask.

How is AI used in utilities?

In utilities, data and AI are most useful for reading meter, sensor and asset data in the operating window, with a traceable path back to source. We bring meter and sensor events into a live KPI board, move legacy readings to a governed platform with reconciliation and give reviewers a documented lineage design. Operations act on current data, and reviewers can trace every reading.

Which data platform suits a utilities team?

Utilities teams need a platform that serves live readings and the asset record together, and our work is platform independent: Microsoft Fabric, Databricks or BigQuery for data, with Azure OpenAI, OpenAI, Anthropic, Gemini or a self-hosted model for AI. Pulse runs natively on Fabric or Databricks for live readings, and SAPBridge brings SAP asset and finance data onto the same platform as network readings.

How should a utility start with real-time data?

Start with one reading and the time your team has to act on it. We agree the reading, its owner and the operating window, land one bounded stream family on a queryable data path and expose the condition on a live KPI board. Bring the telemetry gap, legacy estate or governance decision to a 30-minute working session to agree the next step.

What governance does utilities data need?

Utilities data needs explicit owners, access rules and lineage, so reviewers can trace a reported figure back to its source. Map owners and access across meter and asset domains, configure access before data is served and compare source and target before approving each migration wave. Connecting the serving model to its owners and lineage keeps an audit trail reviewers can follow.

What does a first utilities engagement deliver?

A first engagement delivers a live KPI board for one bounded stream family, with the KPI scope and the live event path behind it. Where the starting point is a legacy platform or a governance decision, it delivers cutover evidence for a migration wave or an access design for meter and asset domains instead. It is scoped in the first working session, fixed price, and the findings are yours.

Partners and recognition.

  • Microsoft 2024 Partner of the Year, Analytics Award Finalist
  • Microsoft Fabric Featured Partner
  • Microsoft Solutions Partner
  • Google Partner
  • Databricks
  • Anthropic
  • OpenAI

Bring the reading
your team cannot trust.

Bring the telemetry gap, legacy estate or governance decision. We will agree the next step in a 30-minute working session.