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INSPEKTION SERVICES

Data Analytics & ML

Consolidate and analyze data, and apply AI to organizational documents

Analyze organizational data, develop AI/ML models and generate predictions. Start by preparing usable data, then evaluate models against actual needs, including AI assistants that find answers in documents.

Discuss your Data Analytics & AI needs
Model workflow screen for server-failure prediction
Example research workflow for server-failure prediction

Work we can support

01

Prepare and analyze data for reports and dashboards

02

Develop and evaluate Machine Learning models for your use case

03

Perform in-depth analysis, forecast trends and detect anomalies

Suitable project needs

  • Production data is spread across files and machines and must be opened separately
  • There are many maintenance reports and technical documents, but historical records are hard to find
  • All departments need a shared dashboard for KPIs, defects, output or sales

Scope and deliverables agreed together

  • Agreed data definitions, sources and quality checks
  • Pipelines, reports or models for the task, with test results and limitations
  • Data usage documentation, evaluation methods and post-handover monitoring plan

Work packages and engagement options in this category

Explore the design, development, installation and maintenance work you need, with scope tailored to your project.

Related project examples

Images related to this service

A nimitFlow workflow screen showing data preparation and transformation
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Example data preparation workflow in nimitFlow

How we approach the work

  1. 01

    Data assessment

    Assess data sources, completeness and how the results will be used.

  2. 02

    Prepare and trial

    Structure the data, build reports or models, and evaluate them against a test set.

  3. 03

    Use and monitor

    Connect results to actual work, with review methods and data quality maintenance.

Information to prepare for our discussion

  • Business questions and metrics for decision-making
  • Data sources, samples and access permissions
  • People responsible for verifying reports or model outputs
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Start with your actual project needs

Tell us about the problem, your current systems and what you want to improve. We help define the service areas, trial scope and information needed before work begins.

Discuss your needs and project scope