AI That Delivers
Measurable Business Impact

Challenge: A leading semiconductor manufacturer faced unacceptable defect escape rates in their fabrication process, with manual inspection creating bottlenecks and inconsistent quality at production speeds exceeding 2,400 units per minute.

Solution: ISSA designed and deployed a real-time computer vision inspection system using custom convolutional neural networks trained on 4.2 million annotated images. The system operates at line speed with sub-10ms decision latency per unit, classifying 23 distinct defect categories with unprecedented accuracy.

Technologies: PyTorch, NVIDIA TensorRT, custom FPGA integration, AWS SageMaker for retraining.

Challenge: A major international retailer with operations in 28 countries struggled to provide consistent, high-quality customer service at scale across 14 languages, with average wait times exceeding 12 minutes and CSAT scores declining quarter-on-quarter.

Solution: ISSA developed an intelligent customer service platform combining fine-tuned LLMs, intent classification, entity recognition, and a context-aware escalation engine. The system handles returns, order tracking, product queries, and complaints autonomously in 14 languages with seamless human handoff.

Technologies: OpenAI GPT-4o fine-tuning, LangChain, Pinecone, FastAPI, Twilio.

Challenge: A major European media company needed to dramatically increase content output to compete with digital-native publishers without proportionally increasing editorial headcount or compromising journalistic standards.

Solution: ISSA designed a human-in-the-loop generative AI content platform that assists journalists with research, drafting, fact-checking, and localization. The system integrates with their CMS and produces first-draft content for templated story types including earnings reports, sports results, and weather summaries fully automatically.

Technologies: GPT-4o, Claude Opus, LangChain, custom editorial quality scoring, Drupal CMS integration.