Introduction

Scriptguru has shipped multiple production systems that combine GPT with automation: spam detection, AI-assisted test creation, and WhatsApp-based workflows. These are not demos - they run in live environments and handle real volume, showing our focus on process automation and integration, not hype.

Problem

Clients needed to filter low-quality or spam content, automate repetitive messaging, and add intelligence to support and operations - without building everything from scratch or hiring a large AI team.

Solution

We integrated GPT and related APIs into existing systems: spam detection for user-generated content, AI-assisted test or content creation, and WhatsApp automation for notifications and workflows. Each solution uses structured outputs, guardrails, and cost tracking so it stays maintainable and measurable.

Outcome

Spam and noise were reduced; messaging and support workflows became faster and more consistent. These projects prove that Scriptguru delivers AI that works in production - with clear ROI and operational control.

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