Softwr

Energy · head to head

Cognite Data Fusion vs Pulse Energy Software

Cognite Data Fusion logo

Cognite Data Fusion

Energy

Industrial data platform that contextualises OT, IT and engineering data into an asset-centric knowledge graph

From
On request
Rated
-
Full reviewWebsite
Pulse Energy Software logo

Pulse Energy Software

Energy

Grid modernization and smart utility software

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Cognite Data Fusion the platform is only as good as the contextualisation work, and that mapping effort is a consulting project that regularly costs more than the first-year subscription.; Pulse Energy Software limited public information on platform specifications and technical architecture since becoming part of Enel X's broader offerings
  • They diverge on capability: Cognite Data Fusion covers Asset-centric data model, Pulse Energy Software covers DER management.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Cognite Data Fusion and Pulse Energy Software actually diverge.

Attributes where Cognite Data Fusion and Pulse Energy Software differ
AttributeCognite Data FusionPulse Energy Software
PlatformsWeb, CloudWeb, Mobile
FoundedUnknown2006

Identical on both: starting price (On request), pricing model (quote), free tier (No), user rating (Not yet rated), category (Energy).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Cognite Data Fusion

  • Asset-centric data model
  • Entity matching
  • P&ID parsing
  • 3D contextualisation
  • Cognite Atlas AI
  • Data workflows
  • Open SDKs
  • Extractors

Only in Pulse Energy Software

  • DER management
  • Demand response
  • Grid analytics
  • Voltage optimization
  • Reporting tools
  • SSL encryption
  • On-premise deployment
  • Cloud deployment

What people use each for

The jobs each tool is most often brought in to do.

Cognite Data Fusion

  • An operator that wants engineers to find the drawing, the sensor trend and the last work order for a valve from one searchnot Pulse Energy Software
  • A company standardising asset data across sites so an analytics team can build once and deploy to many plantsnot Pulse Energy Software
  • An upstream operator building a production-optimisation model that needs sensor data joined to equipment metadatanot Pulse Energy Software
  • A team replacing a stalled internal data-lake project where nobody could reconstruct what the tag names meantnot Pulse Energy Software

Pulse Energy Software

  • Grid modernizationnot Cognite Data Fusion
  • DER managementnot Cognite Data Fusion

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Cognite Data Fusion

  • The platform is only as good as the contextualisation work, and that mapping effort is a consulting project that regularly costs more than the first-year subscription.
  • Pricing is consumption-based and unpublished, so costs move with data volume and usage patterns you cannot forecast well until a year in.
  • It does not replace your historian, your ERP or your maintenance system, so Cognite is an additional recurring cost layered on systems you still pay for.
  • The reference base and data model lean heavily towards Norwegian and wider oil, gas and process industries; discrete manufacturing fit is weaker and the local partner network thinner outside energy.
  • Getting value out requires in-house Python and data engineering skill; organisations without a data team end up dependent on Cognite professional services for every new use case.

Pulse Energy Software

  • Limited public information on platform specifications and technical architecture since becoming part of Enel X's broader offerings
  • Focus on commercial and industrial customers means less functionality for residential utility programs
  • Steep cost of implementation and training for utility companies transitioning from legacy systems

Pricing, plan by plan

Cognite Data Fusion

On request
  • Cognite Data Fusion$undefined/year
    • Consumption-based pricing on data volume, compute and users
    • Available through cloud marketplaces with private offers
    • Contextualisation and onboarding quoted as a separate engagement

Pulse Energy Software

On request

No published plan breakdown. See the Pulse Energy Software review.

Which should you pick?

Choose Cognite Data Fusion if

  • You need asset-centric data model.
  • You work on Web, Cloud.
  • You also want entity matching.
Cognite Data Fusion review

Choose Pulse Energy Software if

  • You need der management.
  • You work on Web, Mobile.
  • You also want demand response.
Pulse Energy Software review

Questions people ask

Is Cognite Data Fusion or Pulse Energy Software better?
Neither clearly leads. Cognite Data Fusion starts at On request and Pulse Energy Software at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cognite Data Fusion or Pulse Energy Software?
Cognite Data Fusion starts at On request and Pulse Energy Software at On request.
Does Cognite Data Fusion or Pulse Energy Software run on more platforms?
Cognite Data Fusion runs on Web, Cloud. Pulse Energy Software runs on Web, Mobile.
What is Cognite Data Fusion best used for?
Cognite Data Fusion is most often used for an operator that wants engineers to find the drawing, the sensor trend and the last work order for a valve from one search, a company standardising asset data across sites so an analytics team can build once and deploy to many plants, an upstream operator building a production-optimisation model that needs sensor data joined to equipment metadata, a team replacing a stalled internal data-lake project where nobody could reconstruct what the tag names meant. Of those, an operator that wants engineers to find the drawing, the sensor trend and the last work order for a valve from one search and a company standardising asset data across sites so an analytics team can build once and deploy to many plants are not what Pulse Energy Software is typically brought in for.
What can Cognite Data Fusion do that Pulse Energy Software cannot?
Cognite Data Fusion covers Asset-centric data model, Entity matching, P&ID parsing, 3D contextualisation. Pulse Energy Software covers DER management, Demand response, Grid analytics, Voltage optimization.

Answered from the vendors’ own pages

Cognite Data Fusion: Is Cognite a historian?

No. It reads from historians such as PI System and adds context. You still need the historian underneath.

Pulse Energy Software: What is Pulse Energy Software?

Pulse Energy is a customer engagement and energy intelligence platform for utilities' commercial and industrial customers. It helps utilities deliver energy efficiency recommendations, engage occupants in conservation, and measure energy performance.

Source
Cognite Data Fusion: How is it priced?

Consumption-based on data, compute and users, quoted per customer. Nothing is published.

Pulse Energy Software: Who owns Pulse Energy now?

Pulse Energy was acquired by EnerNOC in 2014, which was then acquired by Enel in 2017. EnerNOC was rebranded as Enel X in 2018. Pulse Energy is now part of the Yardi Smart Energy Suite.

Source
Cognite Data Fusion: How long does a deployment take?

First useful graph in a few months is realistic; full plant contextualisation across a site is typically a year or more.

Pulse Energy Software: What utilities use Pulse Energy?

Major utilities using Pulse Energy include British Gas, PG&E, and BC Hydro. The platform combined with EnerNOC serves 54 utilities worldwide with capabilities to manage 14,000 sites.

Source
Cognite Data Fusion: Can we do the contextualisation ourselves?

Technically yes, the SDKs and matching tools are open, but most customers use Cognite or a partner for the first site.

Pulse Energy Software: What data does Pulse Energy collect?

Pulse Energy collects real-time energy information from commercial buildings, performing fault detection, identifying energy-saving anomalies, and measuring financial and environmental performance for utilities and their commercial customers.

Source
Pulse Energy Software: Does Pulse Energy integrate with other platforms?

Pulse Energy provides APIs and integration capabilities. As part of Yardi's energy suite, it integrates with utility billing, energy procurement, and sustainability solutions.

Source
Share

Related pages

More on Cognite Data Fusion

More on Pulse Energy Software

Keep looking

Other head to heads