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Pharos Production: /services/ai-automation/

pharosproduction.com

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  1. Pharos Production

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    Pharos Production: “Custom software development company specializing in Web3, blockchain, FinTech and AI development”.

    • Is this RPA?

      “No. RPA (robotic process automation) typically means screen-scraping UIs to automate clicks. We do not build that - when a real API exists, API integration is always better than RPA. We build automations that combine API integration, ML for fuzzy decisions, rules for deterministic cases and a human review queue for edge cases.”

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    • When does automation make sense?

      “When you have a high-volume repetitive decision with a measurable baseline of cost and cycle time, where humans are spending time on cases the machine can handle and where the business can define acceptable accuracy trade-offs. When one of those is missing, we recommend process redesign or workflow consolidation instead.”

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    • How do you handle errors?

      “Every automation ships with a human review queue for low-confidence cases. Confidence thresholds are set during discovery based on the business cost of false positives vs false negatives. High-volume low-stakes decisions (ticket categorization) can ship at 85% confidence auto-approval; high-stakes decisions (compliance flags, medical dosing) require 95%+ confidence or always-human-review.”

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