An e-commerce agency built a multimodal search system where customers search with photos, screenshots, or text and find matching products across 2.8 million items. Here is the delivery playbook.
A legal tech agency built an NER system that extracts 47 entity types from contracts with 94% F1, saving their client 12,000 hours of manual review annually. Here is the full delivery playbook.
A retail analytics agency turned a promising YOLO prototype into a system processing 14 million frames daily across 200 stores. Here is the delivery playbook for production object detection.
Delivering Personalization Engines at Scale: The AI Agency Blueprint An online fashion retailer with 3.2 million monthly visitors and 180,000 SKUs was showing the same homepage and...
Building Predictive Maintenance Solutions for Industrial Clients: The Agency Field Guide A packaging manufacturer with 12 production lines and 340 pieces of critical equipment was ...
AI-Powered Pricing Optimization Systems: How Agencies Deliver Revenue Uplift A regional hotel chain with 28 properties was pricing rooms the old-fashioned way — fixed seasonal rate...
An agency deployed a vision inspection system at an electronics manufacturer that catches 99.2% of defects at 300 units per minute, replacing a manual process that caught only 87%. Here is the delivery guide.
An agency built a QA system for a 50,000-employee enterprise that answers 12,000 internal questions daily with 91% accuracy, replacing a search-and-read workflow that averaged 23 minutes per question.
Building Low-Latency ML Inference Pipelines: Real-Time Serving for AI Agencies A fintech client came to a three-person AI agency in Chicago with a problem that sounds simple on pap...
A legal tech agency replaced a law firm's keyword search with semantic search, reducing average research time from 47 minutes to 8 minutes per query across 3.8 million case documents.
Delivering Production Sentiment Analysis Systems: From Prototype to Pipeline A consumer electronics brand hired a three-person AI agency in Austin to build a sentiment analysis sys...
A healthcare AI agency built a speech-to-text system processing 8,000 clinical dictations daily with 97% accuracy on medical terminology. Here is the complete delivery playbook.
An agency built a summarization system that condenses 200-page regulatory filings into 2-page executive briefs for a compliance team processing 1,400 documents monthly. Here is the delivery guide.
An agency built a demand forecasting system for a consumer goods company that reduced inventory carrying costs by $4.3 million annually while cutting stockout rates by 62%. Here is the delivery guide.
A fintech agency built a table extraction system that processes 40,000 financial statements monthly with 96% cell-level accuracy, replacing a team of 18 data entry specialists. Here is the delivery guide.
A fintech agency built a text classification system processing 2.3 million customer messages daily across 156 categories with 91% accuracy. Here is how they delivered it.
An agency built a custom TTS system for a financial services firm that generates 340,000 personalized audio reports monthly with a voice indistinguishable from their human narrator. Here is the full playbook.
An agency built an anomaly detection system monitoring 14,000 time series across a manufacturing operation, catching equipment failures 6 hours before they caused production line shutdowns.
A localization agency built a custom translation system that reduced per-word translation costs by 68% while maintaining quality scores equivalent to human translators for technical documentation.
A legal tech agency built a vector search system that reduced contract review time by 73% across 4.2 million documents. Here is the delivery blueprint for enterprise vector search.
Delivering Zero-Shot and Few-Shot Learning Solutions: The Agency Advantage A legal technology startup came to a four-person AI agency in New York with a classification problem: the...
Knowledge graphs unlock insights hidden in the relationships between data. Here is how to deliver knowledge graph projects that create lasting value for enterprise clients.
Keyword search is broken for complex enterprise content. Here is how to deliver AI-powered semantic search systems that find what users need, not just what they type.
AI systems introduce unique security vulnerabilities that traditional testing misses. Here is how to security test AI systems before they reach production.
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