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Citigroup, a VestmarkONE customer evaluated BlackRock Aladdin Wealth

Swedbank, a Temenos T24 customer evaluated Oracle Flexcube

Cantor Fitzgerald, a Kyriba Treasury customer evaluated GTreasury

Westpac NZ, an Infosys Finacle customer evaluated nCino Bank OS

Moog, an UKG AutoTime customer evaluated Workday Time and Attendance

Wayfair, a Korber HighJump WMS customer just evaluated Manhattan WMS

Michelin, an e2open customer evaluated Oracle Transportation Management

List of SparkCognition Ensemble Customers

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Logo Customer Industry Empl. Revenue Country Vendor Application Category When SI Insight Insight Source
EDF Renewables North America Utilities 1400 $250M United States SparkCognition SparkCognition Ensemble Enterprise Asset Management 2020 n/a In 2020, EDF Renewables North America implemented SparkCognition Ensemble, an Enterprise Asset Management application. The deployment targeted renewable asset operations and maintenance functions, consolidating equipment records and operational data into a centralized Enterprise Asset Management platform. SparkCognition Ensemble was configured to deliver core Enterprise Asset Management capabilities including an asset registry, work order management, preventative and predictive maintenance workflows, and condition-based monitoring orchestration. The implementation included role-based access for operations and maintenance teams, standardized work order templates, and rule-based scheduling aligned to asset criticality. Operational coverage emphasized operations, maintenance, and asset engineering business functions, establishing a single source of truth for asset lifecycle information and maintenance execution. Governance and process changes introduced formalized maintenance workflows, data stewardship for asset master records, and process controls for work order approval and closeout to enable consistent execution across sites.
Renew Energy Utilities 2300 $183M United States SparkCognition SparkCognition Ensemble Enterprise Asset Management 2021 n/a In 2021, Renew Energy implemented SparkCognition Ensemble to support operations and maintenance for its wind energy customers. SparkCognition Ensemble, an Enterprise Asset Management platform, was selected to centralize asset lifecycle information and standardize O&M workflows across Renew Energy's service organization. The deployment emphasized core Enterprise Asset Management capabilities, including an authoritative asset registry, work order orchestration, condition based monitoring, and predictive maintenance enablement. The implementation included configuration of role based access and operational workflows tuned to turbine maintenance cycles and technician dispatch processes. The platform was configured to consolidate turbine health data, maintenance schedules, and service records into a unified operational view used by Renew Energy’s O&M teams supporting customer sites. System configuration focused on delivering a single source of truth for asset state and maintenance planning without specifying external system vendors. SparkCognition worked closely with Renew Energy’s internal team to iterate platform functionality and operational workflows, establishing a vendor and internal governance cadence for continuous enhancement. Renew Energy reported significant gains in operational efficiency with the SparkCognition Ensemble platform, noting tighter O&M coordination and improved asset visibility.
Sempra Energy Utilities 16835 $16.7B United States SparkCognition SparkCognition Ensemble Enterprise Asset Management 2018 n/a In 2018 Sempra Energy deployed SparkCognition Ensemble as an Enterprise Asset Management solution. SparkCognition Ensemble was implemented to provide AI-enabled asset management and predictive maintenance capabilities across parts of Sempra Energy's generation and renewable portfolio. The deployment concentrated on machine learning driven predictive analytics and asset lifecycle management functionality within SparkCognition Ensemble, configured to surface condition monitoring signals, failure probability estimates, and maintenance scheduling recommendations. Model customization and training incorporated renewable-focused datasets, combining Ensemble Energy domain feature engineering with SparkCognition's AI engines to tune models for wind and solar assets with sparse failure histories. Operational coverage targeted wind and solar fleets in Sempra Energy's portfolio, applying Enterprise Asset Management functionality to turbine and array performance visibility, asset health monitoring, and work order prioritization for operations and maintenance teams. The implementation supported business functions in asset operations, maintenance planning, and reliability engineering across sites hosting renewable assets. Governance emphasized collaborative model refinement between SparkCognition and Ensemble to align predictive outputs with maintenance workflows and condition based maintenance governance, enabling process changes in scheduling and asset intervention criteria. Public deployments with other energy firms illustrate the same approach, and reported outcomes from these implementations include more efficient operations, less downtime, and a more reliable power ecosystem.
Professional Services 350 $1.0B United States SparkCognition SparkCognition Ensemble Enterprise Asset Management 2019 n/a
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