Product Overview

How ReplyFabric turns inbox chaos into a Workflow

ReplyFabric reads every email in context, decides what should happen next, and either drafts a reply or routes the message - while keeping humans in control. No new software. It lives inside Outlook and Gmail.

Start with a demo mailbox, or connect your inbox in minutes.

See how it works
Step 1 | Understand

Every email is analysed in full context

ReplyFabric does not just scan keywords. It reads what is being asked, how it is being asked, what came before, and who is asking, then uses that to decide intent.

Signals read on every email
01
Content & intent
what's being asked
02
Tone & urgency
how it's being asked
03
Full thread
what came before
04
Attachments
PDFs, images, docs
05
Sender history
profile & past context
06
Language & sentiment
tone of the writer
Inspecting email | 14:02Live
Fromsarah.delacroix@acme-logistics.com
SubjectUrgent - shipment AC-4419 delayed, client waiting
Thread3 messages - last reply 2 days ago
Attach.FileBOL_AC-4419.pdfFileproof_photo.jpg
Intent
Status request + escalation
Urgency
High (4/5)
Tone
frustrated | polite
Language
English (UK)

Quick Answer

What does ReplyFabric analyse in an email?

ReplyFabric analyses the email content, attachments, conversation history, sender information, urgency, and sentiment to understand the full context of each message.

Step 2-3 | Categorize & Decide

Your inbox is automatically structured

ReplyFabric studies your historical inbox and builds category structure for you. Each category is more than a label - it carries its own knowledge base, tone of voice, responsible person, and workflow logic.

Incoming
My oven stopped working this morning ...
Quick question about pricing ...
I am not happy ...
Categorizerrealtime | per-tenant
Routed to category
01Customer Support
KB Product FAQ|ToV Clear & calm|Owner Ops
02Sales
KB Pricing|ToV Concise & warm|Owner Sales
03Customer Care
KB Policies|ToV Empathetic|Owner CX

Quick Answer

What is AI email categorization?

AI email categorization automatically assigns incoming emails to predefined categories based on their intent and content, enabling structured and efficient processing.

Step 4-5 | Language detection & Draft

Work in multiple languages, natively

ReplyFabric supports 17+ languages. This is not simple translation. Each language has its own knowledge base, tone of voice, and responsible person - companies stay in full control of how communication is written in every market.

ENNLFRDEESITPTPLSVDAFINOCZROELTRJA17+
01
Per-language KB
Native answers, not translations.
02
Per-language tone
How you sound in each market.
03
Per-language owner
Accountability stays local.

Quick Answer

Does ReplyFabric translate emails automatically?

No. ReplyFabric uses dedicated knowledge and tone of voice per language, allowing companies to fully control how emails are written in each language.

Steps 6-7 | Validation & oversight

Every reply is verified before use

ReplyFabric is built around Human Premium- AI drafts, a second AI validates, and humans decide. TruCheck is a senior colleague reviewing a junior's work before it's sent. If it's not good enough, it's regenerated and checked again.

1
Generate
AI drafts using your KB, FAQs, and the full thread.
Complete
2
TruCheck
A second AI reviews for accuracy and quality.
Complete
3
Improve
If issues are found, the reply is regenerated and re-checked.
Complete
4
Human review
You review, edit, and approve before sending.
In your hands

Quick Answer

How does ReplyFabric reduce AI hallucinations?

ReplyFabric uses a validation layer called TruCheck, which checks and improves AI-generated replies before they are delivered.

The net effect

Three things at once, running together

01
A structured system
Every email categorised, owned, and tracked automatically.
02
A decision engine
The right action triggered for every type of email.
03
A collaboration tool
Humans and AI working together - not against each other.
Nine integrated steps

From inbox chaos to structured workflow

Each step reinforces the next. Every email flows through the same pipeline - not nine disconnected features bolted together.

  1. 01
    Understand Incoming Emails
    Every email is read in full context - content, tone, urgency, thread history, attachments, and sender background.
    Full threadSender historySentiment
  2. 02
    Categorize & Structure
    Based on your historical inbox, categories are built. Each carries its own knowledge, tone, responsible owner, and workflow logic.
    Per-category KBPer-category tonePer-category owner
  3. 03
    Decide What Happens Next
    Draft a reply, forward with a summary, archive automatically, or route to the right person - each category defines its own logic.
    ReplyForward + summaryArchive / route
  4. 04
    Multilingual Processing
    Support for 17+ languages, each with its own knowledge base, tone of voice, and responsible person - not translation.
    17+ languagesNative per-lang KBPer-lang tone
  5. 05
    Draft Replies with AI
    Replies are generated using category-specific knowledge, FAQs, tone of voice guidelines, and full email context.
    Category KBFAQ recallContext-aware
  6. 06
    TruCheck Validation
    Every reply is reviewed by a second AI layer. Think of it as a senior colleague reviewing a junior's work before it's sent.
    AccuracyHallucination checkRegenerate if needed
  7. 07
    Human in the Loop
    Users review, edit, and approve replies before sending. Even small human adjustments can make a big difference.
    ReviewEditApprove
  8. 08
    Continuous Learning
    The system compares AI drafts with final sent emails and suggests improvements to instructions, tone, and accuracy.
    Draft vs sentTone driftAccuracy uplift
  9. 09
    Works Inside Your Inbox
    ReplyFabric integrates directly into Outlook and Gmail. No new software. Your team works in the tools they already know.
    OutlookGmailNo new app

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Related pages

All Features

Full overview of every ReplyFabric capability.

AI Email Categorization

How emails are sorted and structured automatically.

AI Replies & TruCheck

How ReplyFabric generates and validates replies.

Multilingual Email AI

Handle 17+ languages without losing control.

Human-in-the-Loop AI

Why humans and AI work better together.

How ReplyFabric Works

Full product walkthrough.