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Automation / B2B
Smart CRM
High-throughput automation engine for lead processing.
Throughput
100k+
Validation
99.9%
Speed
10x
The Challenge
Most AI power users waste hundreds of dollars monthly by feeding raw, unoptimized PDFs and Word documents into LLMs like Claude. Raw files contain significant overhead that inflates token counts without adding semantic value.
Our Solution
An enterprise-scale automation engine designed to handle massive lead datasets. Built with a focus on validation accuracy and speed, replacing manual entry with high-performance VBA/Python bridges.
Technology Stack
- VBA
- Python
- Excel Engine
- Go
Key Innovation
Custom 50-State Undo/Redo Engine combined with a client-side document transformation pipeline that reduces token consumption by ~66% per document.