AI & Data Analytics

Turning complex data into reliable decisions

Data platforms and AI solutions that translate complex information into reliable, decision-ready insight

For CIOs, Heads of Data, Operations and Analytics leaders

Why it matters now?

Data volume grows faster than insight

The biggest challenge

Projected cancellation rate of advanced AI initiatives

By 2027, nearly four out of ten advanced AI programs may be discontinued due to insufficient ROI and governance gaps.

Limited visibility

Data is spread across systems and teams.

Decisions based on incomplete or delayed information.

Manual analysis

Key insights require time-consuming manual work.

Days or weeks to produce analyses that should be available continuously.

Data quality issues

Inconsistent structures and definitions reduce trust.

Repeated validation and reconciliation effort across teams.

A team of IT experts ready to take responsibility in complex enterprise environments.

Experts

With over a decade of delivery, Onwelo helps organizations turn technology into measurable business results.

Years experience

Certified standards of quality and information security.

ISO 27001 ISO 9001

Certified

Our approach to AI & Data Analytics

From raw data to operational insight. Data analytics embedded into real processes

Diagnose

Understand data sources, quality and business use cases: data landscape assessment, use-case definition, quality analysis.

Design

Translate use cases into scalable data and analytics architecture: data models, pipelines, governance and access design.

Validate

Prove value before scaling: proofs of concept, model validation, performance testing.

Execute

Deploy analytics into daily operations: dashboards, models, automation and integration with systems.

Improve

Continuously refine models and data quality: monitoring, recalibration, expansion of use cases.

AI & Data Analytics in measurable outcomes

Selected results delivered in transformation and optimization programs across financial services, healthcare and manufacturing

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Faster reporting and decision cycles

Automated data flows replacing fragmented, manual analysis.

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Reduction in manual analytical effort

Standardised data pipelines, reusable models and governed processes..

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Process efficiency improvement

Better visibility, structured data and aligned performance metrics across teams.

When plans become performance

Structured data foundations enabling faster decisions and operational control

Replacing manual process analysis with continuous analytics

Challenge

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Manufacturing and operational teams relied on periodic, manual observations and reports to understand process efficiency. Data was collected selectively, analysed infrequently and provided only partial visibility into actual operations. This limited the ability to react quickly and optimise processes continuously.

Solution

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An AI-driven analytics system was introduced to analyse data streams from cameras and sensors in real time. Automated detection and classification replaced manual observations, providing continuous insight into activities, process duration and deviations. Analytics were embedded directly into operational monitoring.

Result

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Teams gained real-time and historical visibility into operational processes. Manual observation effort was eliminated, process analysis became continuous and optimisation opportunities could be identified and validated quickly. Decision-making shifted from assumptions to measurable data.

What powers it

Technology enables analytics, structure and quality enable trust

Data Platforms & Pipelines

Reliable ingestion and processing of large data volumes.

Consistent and timely data availability

Advanced Analytics & AI

Automated pattern detection and classification.

Scalable analysis beyond human capacity.

Data Quality & Governance

Defined structures, validation and ownership.

Higher trust in analytical outputs.

Operational Integration

Analytics embedded into systems and workflows.

Insights used in daily decisions.

Your next result starts here

Analytics deliver value only when they support real decisions. Let's talk about how to turn your data into a reliable operational capability.

Contact

Talk to our AI & Data Analytics team

Talk to an services expert or get service overview

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