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Collaborating for Success
Cross-functional squads embed with your product, risk and operations teams so models are framed around real business questions — not lab experiments.
Home » Services » Data & Analytics » Data Science
Turn Raw Data Into Confident Decisions
Go beyond reporting — use statistics, machine learning and causal analysis to explain what’s happening, predict what’s next and recommend the right move.
- Data-driven decisions
- Improved operational efficiency
- Predictive & prescriptive analytics
From hypothesis to hardened model — responsibly.
LESDK’s Data Science team combines statistical rigour with modern ML tooling to solve problems you can’t answer with SQL alone — forecasting demand, scoring risk, detecting fraud, recommending next-best-action. We build models your auditors trust, your engineers can ship and your business users actually use.
Support Features
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Robust Measures to Safeguard Privacy
Differential privacy, data minimisation, encryption in transit and at rest, and strict access controls protect sensitive records at every stage of the pipeline.
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Understanding Complexity
Explainable models, SHAP values and fit-for-purpose surrogate models make complex systems transparent to regulators, auditors and business stakeholders.
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Maximising ROI
Every engagement starts with a clear success metric and economic model so each experiment is tied to a measurable business impact, not just F1 scores.
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Seamless Adoption & Integration
We hand models off with production-grade APIs, monitoring dashboards and change-management playbooks so operational teams adopt them on day one.
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Ethical Data Governance
Model cards, bias testing and policy-driven guardrails ensure each model meets your internal risk framework and evolving regulatory requirements.
Data & Analytics Case Studies
Data-science engagements where LESDK lifted real business KPIs.
Data-Centre Sunset Planning
Agentic workflows mapped 14,000 legacy workloads to target cloud regions in 9 weeks, cutting plan-cycle time by 60%.
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SAP Lift-and-Shift to Cloud
Migration copilot rewrote 2,400 custom ABAP objects and moved a Tier-1 SAP estate to hyperscale cloud with 40% lower run-rate.
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Data-Driven Churn Prevention
Transformer-based propensity models flagged at-risk customers 6 weeks earlier and lifted retention 14% on a 9M-account portfolio.
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Market Basket Intelligence
Association mining surfaced unseen cross-sell affinities across 180M transactions and boosted average basket size by 8%.
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Driver Coaching for Fuel Efficiency
Telematics + NLP coaching hybrid cut fuel burn 12% across a 3,000-vehicle European fleet and paid back in under six months.
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Real-Time Vehicle Diagnostics
Sensor fusion + vision models predicted component failures 72h early, shrinking unplanned workshop time by 28%.
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Voice-of-Customer Analytics
Sentiment, intent and topic models on 4M support calls cut average handle time 18% and lifted CSAT 11 points in six months.
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Intelligent Document Intake
OCR + NLP turned 1.2M scanned supplier invoices into structured data with 98.7% accuracy and 5× faster straight-through processing.
Read more ›Ready to turn data science into a business-critical capability?
Share the decision you want to sharpen — pricing, churn, credit, demand, quality — and we’ll design a data-science pilot that proves value in weeks.