The "Ghost Writer" Engine
Event-Driven Architecture
EcoSynch sits dormant until a specific event occurs in your Jira workflow. We utilize an Event-Driven Serverless Architecture on AWS. When a ticket is completed, a secure, encrypted signal is sent to our backend within milliseconds.
The Lazy Indexing™ System
Most bots index your entire wiki upfront. This is invasive and costly. We use a proprietary algorithm that only reads and vectorizes a Confluence page the first time it is involved in a sync. If the page content hasn't changed, we skip processing entirely.
Semantic Analysis (RAG)
We don't just keyword match. We use Retrieval-Augmented Generation (RAG) to understand context. If your ticket says "Fixed login," and docs say "Users encounter errors," our Vector Database connects these concepts semantically.
Surgical Rewriting
We send the specific outdated paragraph and your new Jira ticket to Google Gemini 2.0 Flash. The AI acts as a "Technical Editor," rewriting only the necessary sentences while preserving your original tone and formatting.