Data dispersed between systems
Decision-useful data lives in ERP, Maximo, files, ITSM, ESG tools and business databases with no common model or reliable consolidation.
Sinorfi designs dashboards, indicators and analytical tools to help IT, maintenance, operations, ESG and support management drive performance with reliable data.

Challenges
Organizations often have data, but it remains dispersed and difficult to use for decision-making.
Decision-useful data lives in ERP, Maximo, files, ITSM, ESG tools and business databases with no common model or reliable consolidation.
Teams spend too much time extracting, cleaning and assembling data in files, at the expense of analysis time and decision-making.
Without shared definitions, indicators diverge: each team calculates its own figures and management meetings become data disputes rather than decision-making.
Without real-time dashboards, decision-makers manage by intuition or wait for weekly reports that arrive too late to act on critical situations.
Our BI support
01
A good dashboard answers concrete questions by profile: which assets generate the most interventions? Which delays are accumulating? Which tickets are recurring?
02
Dashboards draw on IBM Maximo, MAS, ERP, ESG (Envizi), ITSM, files and business databases. Sinorfi supports consolidation and modeling according to existing architecture.
03
BI reduces dependence on manual files, makes indicators more reliable and improves management frequency. Teams track trends and identify action priorities.
04
An indicator only has value if its definition is shared. Sinorfi helps clarify calculation rules, perimeters, sources, responsibilities and access rights.
05
Design dedicated views for managing preventive, corrective maintenance, work orders, assets and operational performance.
06
Build ESG, Scope 1·2·3, CSRD, Maximo data quality and environmental performance views for management and business teams.
Data in action
Maintenance, support, operations, ESG — each profile has a view tailored to its decisions. Sinorfi structures data, defines KPIs and deploys readable, up-to-date and directly usable interfaces.
Benefits
Reduction in manual reporting time
KPIs monitored in real time
Management frequency multiplied
Systems connected in one point
Data freshness in production
Indicators with shared definition
Methodology
Identify business questions the dashboard must answer, user profiles, consultation frequencies and decisions to facilitate.
Map source systems (Maximo, ERP, ESG, ITSM), analyze data quality, identify flows and assess access constraints.
Formalize KPIs, their calculation rules, perimeters, sources, update frequencies and validation responsibilities.
Structure a clear, reliable and scalable data model to feed dashboards from heterogeneous sources.
Design interfaces, profile views, alerts and exports. Test, validate and deploy to production with teams.
Train users, document indicators and support dashboard evolution as business needs change.
Why Sinorfi
Sinorfi combines IBM Maximo expertise, knowledge of ESG challenges and the ability to design analytical systems tailored to each business reality.
FAQ
Yes. Maximo data can feed maintenance, assets, work orders, inventory, data quality or operational performance dashboards.
No. Dashboards can be designed for management, maintenance managers, supervisors, support teams, operational staff or ESG teams.
Yes. The challenge is to structure data, secure flows and define a common model to avoid inconsistencies.
IBM Silver Partner
Let's discuss your data sources, indicators, reporting pain points and the decisions your dashboards need to support.