100+ businesses trust KonstructIN with their operations
From Hong Kong freight forwarders deploying AI quoting agents to Singapore sourcing companies running Odoo — here's what happens when we go live.
Invoice processing time for a Hong Kong freight forwarder after deploying our document-intelligence agent across carrier and vendor invoices. From 4 hours a day to under 45 minutes.
Faster freight quote turnaround after deploying our AI quoting agent integrated with live carrier rate sheets. Response time from 4 hours to 38 seconds.
Admin hours saved at a Singapore sourcing company following full Odoo ERP deployment covering purchasing, QC workflows and inventory management.
Customer support coverage for a retail client in HK, with 70% of tier-1 enquiries (order status, returns, delivery updates) resolved by our AI agent without human intervention.
Average time from kickoff to first AI agent in production across our last ten engagements — including integration, testing and user acceptance.
Supplier inspection cycle time for a sourcing company after rolling out our QC dashboard and AI-assisted inspection report generation across 60+ vendor factories.
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