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Case Studies

Transformation stories with measurable outcomes

How organizations used AI, analytics and automation to change the way they operate — challenge, solution and results.

Manufacturing

Production intelligence for a mid-size manufacturer

Challenge

Production, quality and downtime data lived in spreadsheets across three plants. Leadership had no reliable daily view of output or losses.

Solution

We built a governed data model with automated ETL from machine logs and ERP, delivered through Power BI dashboards for plant heads and executives.

Outcomes

  • Daily production visibility across all plants
  • Downtime causes quantified and ranked
  • Reporting effort reduced from days to minutes
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Retail & E-commerce

AI support agent for a growing e-commerce brand

Challenge

Order-status, returns and product queries overwhelmed a small support team, with response times stretching past 12 hours.

Solution

We deployed a generative-AI agent connected to the order-management system, with guardrails, escalation flows and full conversation analytics.

Outcomes

  • Majority of routine queries resolved instantly
  • Support team refocused on complex cases
  • Response time cut from hours to seconds
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Financial Services

Automated executive reporting for a finance team

Challenge

Month-end reporting consumed a week of analyst time — manual extracts, reconciliations and slide preparation.

Solution

We automated the pipeline end-to-end: scheduled extracts, validation rules, a governed warehouse and self-refreshing executive report packs.

Outcomes

  • Month-end reporting time cut by ~80%
  • Consistent, validated numbers
  • Analysts shifted to forward-looking analysis
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