ETL · Data · Pipelines · Governance · Sinorfi

ETL & Data Integration: connect, make reliable and structure your business data

Sinorfi supports the implementation of data flows, ETL pipelines, API integrations and governance mechanisms to more effectively leverage data from Maximo, ERP, BI, ESG, ITSM and business systems.

Make your data flows reliable Talk to an expert
IBMMaximo · ERP · BI
+20years expertise
IBMSilver Partner
ETL & Data Integration — Sinorfi pipeline
Connected systems
IBMIBM Silver Partner IBM Maximo · EAM ERP · BI · ITSM IBM Envizi · ESG API & Middleware

Challenges

Data integration and quality challenges

Decision-useful data is rarely available in a single system and requires controlled integration to be exploitable.

Data siloed between systems

ERP, Maximo, ITSM, ESG, files and business databases do not communicate with each other, forcing teams into manual re-entries and generating data inconsistencies.

Insufficient data quality

Data contains duplicates, missing values, inconsistent formats and reference errors that compromise report reliability and automated processing.

Fragile or undocumented data flows

Exchanges between systems sometimes rely on unmaintained scripts, manual exports or unsupervised connections that fail without warning.

Lack of data governance

Without clear rules on sources, transformations, validations, rejections and responsibilities, data remains unreliable and data projects fail.

Our data approach

Robust, maintainable and governed data flows

01

Design robust and documented ETL flows

Define sources, transformation rules, validations, rejections, error logs, frequencies and responsibilities between systems for maintainable pipelines.

02

Connect Maximo, ERP, BI, ESG and ITSM

Analyze APIs, formats, volumes, security constraints and exchange rules for each system pair and choose the most appropriate approach.

03

Improve data quality

Detect and correct duplicates, missing values, incorrect formats and reference errors to make dashboards, migrations and business processes more reliable.

04

Prepare data for reporting and AI

Structure pipelines to feed BI dashboards, AI assistants, automated workflows and ESG analyses with reliable data.

05

Flow governance and monitoring

Implement logging, alerts, consistency controls, monitoring and traceability mechanisms to control exchanges between systems.

06

Migration and data recovery flows

Design the controls, mappings, transformations and quality rules essential for a successful Maximo migration or data recovery.

Data flows

Robust, documented and monitored pipelines

Maximo, ERP, ESG, ITSM — Sinorfi structures exchanges between your systems with clear transformation rules, complete logging and governance that guarantees data reliability over time.

  • Documented and maintainable ETL pipelines
  • Integrated logging, rejections and alerts
  • Quality control at each step of the flow
ETL & Data Integration — flow architecture

Benefits

What you gain with Sinorfi Data

14

Active and monitored pipelines

47K

Records processed per day

0.2%

Pipeline error rate

99.1%

Output data quality

−90%

Reduction in manual re-entries

6

Systems connected in controlled flows

Methodology

Our ETL & data integration approach

  1. 01

    Source and needs mapping

    Identify source systems, useful data, formats, volumes, frequencies and transformation needs for each use case.

  2. 02

    Data quality analysis

    Audit source data quality: duplicates, missing values, formats, repository consistency and necessary validation rules.

  3. 03

    ETL pipeline design

    Model flows, transformation rules, error handling, rejections, logs and recovery mechanisms for each pipeline.

  4. 04

    Development and integration

    Develop pipelines, API connectors, ETL scripts and synchronization mechanisms according to architecture and security constraints.

  5. 05

    Testing, acceptance and production

    Validate flows on real datasets, test edge cases, rejections and recovery procedures before monitored production deployment.

  6. 06

    Governance and documentation

    Document flows, rules, responsibilities, SLAs and monitoring mechanisms to ensure long-term maintainability.

Why Sinorfi

Data expertise at the service of your systems

Sinorfi combines IBM Maximo expertise, knowledge of IS architectures and the ability to design robust data flows adapted to field realities.

  • Maximo, ERP, ESG and ITSM expertise
  • IS architecture and API knowledge
  • Documented and maintainable pipelines
  • Quality control integrated into flows
  • Exchange monitoring and governance
  • Full logging, rejections and traceability
ETL & Data Integration — governance and monitoring

FAQ

Frequently asked questions

ETL focuses on extracting, transforming and loading data. IS integration more broadly covers exchanges between applications, APIs, connectors and processes.

Yes. Maximo data can feed a BI tool provided that flows are structured, access is secured and calculation rules are clarified.

Yes. Controls, mappings, transformations and quality rules are essential for preparing a reliable migration.

IBM Silver Partner

Make your data flows reliable

Let's analyze your sources, exchanges, recurring errors and data governance needs to build more robust integrations.

Contact us [email protected]
✓ Response within 24h ✓ Free consultation ✓ IBM Silver Partner