Flieber vs. Foresight AI
(previously Inventoro)
Flieber was built for modern multichannel brands—and completely rebuilt in 2024 to power faster, smarter, and more accurate planning with next-gen AI and LLM technologies.
Foresight AI (previously Inventoro) started as a basic Shopify tool and now exists as a module inside Cin7—positioned more as a feature than a standalone solution, with limited innovation and slower support since acquisition.

Built for focus, not bundled in bloat
A standalone platform that ships fast and stays aligned with modern brands
Flieber is a focused, independent platform with a clear product roadmap, rapid release cycles, and a team committed to the needs of multichannel operators. Foresight AI, now folded into Cin7’s suite of tools, moves slower and struggles to prioritize innovation—losing touch with the challenges real brands face today.

Designed for focus, not bundled in bloat
Flieber connects every part of your ops—from DTC to wholesale
Flieber integrates with Amazon, Shopify, Walmart, 3PLs, wholesale partners, and more—giving operators full control across regions, channels, and fulfillment models. Foresight AI (previously Inventoro) started as a basic DTC tool and now operates as a limited forecasting add-on inside Cin7, making it hard to grow with confidence as complexity increases.

AI Demand forecasting tailored to modern commerce
Smarter forecasts, sharper decisions— and it gets better every cycle
Flieber uses the most modern AI transformer models to forecast demand with precision—factoring in promotions, stockouts, seasonality, and more. Its transformer architecture improves continuously as your business evolves. Foresight AI ( previously Inventoro ) relies on outdated statistical models with basic ML layers, often requiring manual tweaks and falling short in dynamic environments.

Compare features
Feature | Flieber | Foresignt AI |
---|---|---|
Compatible with modern AI technologies |
|
|
Highly accurate, AI transformer forecasting model |
|
|
Fast setup (in hours, instead of weeks) |
|
|
Flexible configuration to cover most use cases |
|
|
Modern, intuitive user interface designed for operators |
|
|
Independent platform with various weekly releases, fast iterations and dedicated support |
|
|
Integrates with any tech stack, through either native or assisted integrations |
|
|