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Services
Software Engineering

AI Data Engineering and Management

Unify enterprise data across systems into a modern, governed foundation for scalable analytics, AI, and business-ready decision support.

AI Data Integration & Warehousing

Integrate data from ERP/CRM/OT and third-party sources into a governed warehouse—ready for analytics, reporting and AI.

AI Data Lakes

Build cloud lake/lakehouse platforms to store structured and unstructured data—supporting faster ingestion, processing and ML workloads.

AI Data Migration & Virtualization

Migrate legacy data safely and enable virtualization for unified access—reducing duplication while keeping performance and controls intact.

Synthetic AI Data

Generate privacy-safe synthetic datasets to accelerate model training, testing, and sharing—while protecting sensitive customer and employee data.

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Assess

OUR APPROACH

Set your priorities & start your transformation.

We interview staff at all seniority levels and work with you to identify and assess the current state of your operations, making sure there is a common operational language. Based on the findings, we arriv at an assessment score for your organization.

Strategy & Purpose

Business alignment, governance and digital transformation roadmap.

Technology & Infrastructure

Data foundation, connectivity, cloud, and Al capabilities.

Operation & Processes

Automation, supply chain and lifecycle management.

People & Culture

Workforce skills, leadership and organizational readiness

Al & intelligence

Machine learning, predictive analytics and decision support ..

Performance Metrics

KPI’s benchmarking and maturity scoring.
Prioritize

TIER Framework

We prioritize areas based on your business profile.

T

Today's state (Assessment Matrix)

Develop an in-depth understanding of the company’s current industrial maturity level

I

Impact on cost distribution

The Cost Factor in the Prioritisation Matrix helps companies focus on XIRI Dimensions that impact key cost drivers, ensuring prioritisation of those delivering the greatest financial benefits.

E

Essential business KPI's adoption

Determine business objectives that are most critical to the company. Part of the selection of relevant dimensions for the next Al transformation phase

R

References to the broader community (Best-in-class benchmark)

Learn from leading practice of the broader, global manufacturing community

Transform

Drive meaningful change with your customized transformation roadmap.

We provide the framework and pathways for digital transform

Assessment Matrix Results

Detailing the current state of a company’s manufacturing operations

Prioritisation Matrix Recommendations

As reference points to guide the scoping of follow up activities

Whole of Manufacturing / Industry-Specific Benchmarks

To help companies take into consideration the external yardstick to determine the aspiration and commitment levels

Why Choose Datafaktory's Assessment Services?

Data-Driven Insights Quantitative scoring across all dimensions provides objective, measurable baselines for improvement.
Global Benchmarking Compare your maturity against industry peers worldwide using aggregated, anonymized data.
Prioritized Roadmaps Receive actionable transformation plans with clear sequencing, quick wins, and long-term initiatives.
Fast & Efficient Minimal operational disruption with structured 1-2 weeks assessment processes.
Neutral & Independent Third-party assessment ensures objectivity and credibility with stakeholders and investors.
Track Progress Over Time Regular reassessments measure transformation impact and validate ROI on initiatives.
Post-Assessment Support Access to certified consultants and solution providers through our partner network.
Who we work with

Ready to Begin Your Assessment?

Schedule a consultation with our certified assessors to discuss which framework is right for your organization and start your transformation journey.
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