Real-Time Executive Dashboards for a Manufacturing Group
The Challenge
A multi-site manufacturing company relied on manually compiled weekly reports, requiring 12 hours of analyst time and creating 3-day data lags. Leadership was making decisions on data that was already obsolete, and supply-chain anomalies were routinely caught days after they began compounding.
Proposed Solution
AiGiri Insight would be connected to their ERP, IoT sensor feeds, and logistics platform. Automated dashboards and daily AI-written summaries would replace the manual reporting process entirely. Custom anomaly detection would be tuned to flag deviations in production yield, inventory levels, and supplier lead times.
Proposed Approach
The implementation would begin with a data landscape audit to identify the authoritative data sources across their sites. Insight would connect to each via read-only API and database connectors. KPI definitions would be co-designed with operations leads in a structured workshop, then encoded as monitoring rules. The AI summary pipeline would be fine-tuned on the company's historical reports to match their reporting language and executive preferences.
Key technical decisions
Proposed Outcome
Report preparation time is projected to drop from 12 hours per week to near zero. Leadership would be positioned to identify supply-chain anomalies within hours instead of days, preventing significant compounding losses. The operations team would reclaim substantial analyst time per week for higher-value analysis.
"The Insight dashboards gave our leadership team a real-time view of operations we'd never had before. The AI summaries alone save us a full day of analyst time every week — and we caught a supplier issue in hours that would have cost us weeks before."
Product used
AiGiri Insight
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