Introducing InsightAI – SLA Performance Assistant
Built an AI-powered SLA analytics and executive reporting platform designed to transform raw SLA data into actionable business insights and presentation-ready reports.
Key Highlights • Automated SLA performance analysis across clients, projects, categories, locations, and timelines • Executive-ready PowerPoint generation with dynamic KPIs, trends, insights, and storytelling • Interactive dashboard with advanced filtering (month, client, project, contractual/non-contractual, pass/fail) • Smart SLA calculations supporting multiple SLA types:
Accuracy % Timeliness % Productivity / Efficiency metrics (AHT, volume/hour, etc.) • AI-generated executive commentary and performance insights • Heatmaps, trend analytics, pass-rate analysis, miss concentration analysis, and location-based reporting • Dynamic baseline target configuration for different organizations and SLA models • Drill-down analytics for deeper performance investigation
Technical Improvements ✔ Intelligent month parsing & validation engine ✔ Flexible schema handling for different client data formats ✔ Automated SLA pass/fail validation logic ✔ Contractual vs Non-Contractual reporting separation ✔ Fully dynamic PPT layout engine with executive formatting standards ✔ Interactive filtering and advanced dashboard controls
Outcome The goal was to build something beyond a normal dashboard — a lightweight AI-driven SLA intelligence platform that helps leadership teams quickly understand performance risks, SLA misses, trends, and operational health.
This project evolved from a simple SLA tracker into an executive analytics solution with AI-assisted reporting and storytelling capabilities.
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