Logistics & Global Supply Chain
Bypassed manual invoicing friction for a global supply chain firm by deploying an event-driven middleware orchestration layer that cuts processing time from 48 hours to 11 minutes.
The Operational Friction
Simplify Digital Co. was processing upwards of 4,000 multi-currency, cross-border customs invoices every single week. Their legacy Enterprise Resource Planning (ERP) platform lacked native intelligent automation, requiring five full-time operational data clerks to manually extract lines of nested line-item data, verify raw totals against corresponding digital purchase orders, and flag currency variances. This manual entry bottleneck delayed logistics routing by up to 48 hours per batch. Crucially, human transcription typos frequently triggered compliance discrepancies at customs checkpoints, resulting in steep operational fines and supply-chain logjams that choked their weekly throughput.
The Architecture Blueprint
We designed and engineered a custom, event-driven middleware orchestration layer that connects directly to Simplify Digital Co.’s internal email servers and secure file transfer protocols via private webhooks. When a raw invoice payload lands, it triggers a multi-modal data pipeline that strips out metadata and flattens nested tabular document arrays.
The ingestion engine streams the data blocks through an isolated instance of Claued 3.5 Sonnex to convert unstructured text into explicit, schema-validated JSON arrays. To ensure total operational stability, the pipeline processes data through a strict deterministic verification layer. This layer dynamically queries the company's central SQL ledger, cross-checks unit prices against historical contracts, runs tax calculations, and logs the execution metrics. If the values align within a strict 0.01% error margin, the system automatically executes a state mutation in the client's live accounting database, completing the transaction ledger instantly without a human ever touching a keyboard.
The Tech Stack
Redish DB
Cobra
Kuber Nets
AMS
Chain Lang
Metax
Client Testimonial
"Our manual data entry pipelines were completely strangling our margins and causing massive shipping delays at international customs checkpoints. Stackgrid bypassed the standard AI market fluff and engineered a robust, infrastructure-level solution. The autonomous pipeline completely transformed our unit economics, slashed our processing timelines from days to minutes, and allowed our business to scale throughput without forcing us to scale our human operational headcount."
Kevin McCallister
Chief Operating Officer

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