OmniSync AI
The Ultimate Self-Learning, On-Premise AI Task Aggregator & Smart Dashboard for Odoo 19.
Enjoy a native predictive workflow powered entirely by a specialized engine hidden right inside your server source code. No hidden API subscription costs, no external data sharing, and zero setup delays.
Intelligent Task Management Without the Overhead
OmniSync completely redefines how activities are handled in Odoo. By deeply inheriting the core mail.activity model, it serves as a Universal Task Aggregator.
Whether a task originates from CRM, Sales, Invoicing, Project, or Manufacturing, OmniSync automatically captures and ranks it using an embedded, 100% local AI engine. No external API calls, no complex pip dependencies, and absolute data privacy.
Advanced Feature Breakdown
Pure Python Random Forest AI
Features a built-in Random Forest Regressor built exclusively using Python standard libraries (100 trees, max_depth=6). Runs entirely inside your server with zero latency and fallback heuristics for cold-starts.
11-Signal Feature Engineering
Predicts true priorities (0-100) using dynamic signals: financial values (invoice/revenue pulls), deadline proximity, activity types, bottleneck parameters, user historical performance, and customizable admin weight variables.
Continuous Self-Learning
Automated snapshots (omnisync.activity.outcome) score your execution precision. The model retrains silently at night via a 2AM Cron job or upon reaching 50 completed samples.
OWL-Powered Drag & Drop Smart Board
Manage workloads naturally using our clean client-side OWL drag-and-drop component. Tasks are dynamically bucketed into Overdue, Today, Tomorrow, and Later columns based on seamless, UTC-bug-safe local client evaluation.
Moving a card immediately re-writes the core ORM deadline record and automatically queues the task for real-time AI priority rescoring.
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Systray HUD Tracking
Quickly monitor operations via an OWL navigation bar dropdown widget. Fetches personal pending totals, items cleared today, and your top 5 high-priority items directly via native RPC calls.
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Intelligent Bottleneck Detection
Identifies process friction points instantly. System automatically tags records with an
is_bottleneckflag when multiple pending activities stall a single business document. -
Smart Recurring Tasks
Supports flexible Daily, Weekly, and Monthly cadences. Leverages accurate
relativedeltacomputations to ensure reliable month-end transitions, auto-generating and AI-scoring the sequential task instances upon parent completion.
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Management & Enterprise Wizards
Equipped with tools for team management. Bulk-reassign activities straight from native Odoo list-view menus, or execute multi-user cloning operations that isolate individual AI scores for clean workflow hand-offs.
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Smart Deduplicated Notifications
Avoid alert fatigue. Alerts trigger exclusively for critical tasks exceeding an admin priority threshold (e.g. 80+) and utilize state tracking to guarantee users are pinged exactly once.
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Conditional Feedback Loop
Maintains strict data standards where it matters most. Low-priority tasks close seamlessly with a single click, whereas closing highly critical tasks enforces an automated data-capture wizard beforehand.
Granular Admin Configuration & Analytics
Configurable Weights: Adjust 4 performance sliders (Financial, Urgency, History, Bottleneck) dynamically in Odoo Settings. These values aren't restrictive static calculations; they are directly ingested as raw data signals for the machine learning models.
Manager Analytics: Leverage highly detailed Pivot and Graphical views over the preserved outcome history logs to drill down into productivity trends filtered across your entire organization's user base.
Enterprise-Grade Security & Isolation
Built strictly on native Odoo access controls. Out-of-the-box security groups segregate daily work requirements (group_omnisync_user) from higher-level company analysis dashboards (group_omnisync_manager), ensuring perfect multi-company and multi-department data security.
Looking to supercharge other areas of your Odoo system?
Discover our smart predictive applications tailored for fast-paced modern storefront workflows:
Boost average retail transaction metrics using intelligent localized product association suggestions triggered seamlessly right inside your point-of-sale layout.
View on Odoo App StoreNeed Help or Have Questions?
Our technical support engineers are standing by to help you with installation, setup, or specialized feature configurations.
Contact Support: info@edooerp.com| Availability |
Odoo Online
Odoo.sh
On Premise
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| Odoo Apps Dependencies |
Discuss (mail)
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| Lines of code | 1454 |
| Technical Name |
omnisync_ai |
| License | LGPL-3 |
| Website | https://edooerp.com/contact |
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