Implementing AI in a shared inbox isn't just about software. It's about people, processes, and adoption. ReplyFabric ships with structured onboarding, a safe demo mailbox, and a path your team can follow without leaving Outlook or Gmail.
Start simple. Scale with confidence.
You don't have to connect your systems on day one. Try the product in a safe demo mailbox, or plug in your live inbox. Both paths reach the same destination - you pick the slope.
A ReplyFabric-hosted inbox, pre-seeded with realistic emails. Try categories, drafts, TruCheck, and approvals without touching your own systems.
Plug ReplyFabric into Outlook or Gmail. Real shared inbox, real emails, real workflows - with Human-in-the-Loop and TruCheck on from day one.
Most failures have nothing to do with the model. They come down to adoption, clarity, and control. ReplyFabric's onboarding is designed specifically to defuse each one.
Quick Answer
AI implementations often fail due to lack of adoption, unclear processes, and insufficient alignment between teams and technology.
Six steps, clear owners. You always know who's driving which part - and what comes next.
ReplyFabric analyses your historical emails to understand your current workflow and communication patterns.
By ReplyFabricCategories are built from your real email history - no generic templates, no guesswork.
By ReplyFabricFAQs, documents, and structured data are organised and linked to the right categories.
By Mailbox AdminResponsibilities, language routing, and CRM connections are configured by the administrator.
By Mailbox AdminYour team continues working in Outlook or Gmail. No training required - the system adapts to them.
By Team ManagerAfter launch, ReplyFabric helps you optimise instructions, refine workflows, and improve accuracy over time.
By ReplyFabricThe three things every AI email rollout must get right - and how ReplyFabric makes each one the default.
Your team continues working in Outlook or Gmail as usual. No new software to learn. ReplyFabric enhances their workflow without requiring change - which means low resistance and fast adoption.
ReplyFabric supports Human-in-the-Loop from day one. Users review, edit, and approve replies before sending. Tone of voice is controlled. Knowledge is managed by the team. You stay in control of AI at every step.
Onboarding doesn't stop at setup. ReplyFabric helps you optimise instructions, improve workflows, and refine performance based on real usage data - so results keep improving over time.
Quick Answer
No. Teams continue working in their existing inbox. ReplyFabric enhances their workflow without requiring new tools.
How ReplyFabric Works
Full end-to-end product walkthrough.
All Features
Every feature you can configure during onboarding.
Inbox Integration
How teams adopt within Outlook and Gmail.
Human-in-the-Loop AI
Why controlled AI drives better adoption.
AI Email Categorization
The first step in every onboarding.
Continuous AI Learning
How the system improves after launch.