SYSTEM / Production Business services

Proactive Virtual Communications Assistant

Business services firm · 10 weeks

80%

Reduction in communication management time

3 channels

Integrated (email, Teams, chat)

< 1 min

Inbox summary

0

Critical messages missed

Microsoft Graph APIGoogle GeminiPythonWebhooks

Context

Modern teams manage communications across multiple channels simultaneously. The volume is unsustainable manually: emails, Teams messages, internal chats, and notifications compete for attention in real time.

The challenge

  • Inbox with hundreds of unclassified messages daily
  • Critical messages buried under low-priority communications
  • Constant context switching between channels
  • Slow response times to key clients and colleagues
  • Poorly prepared meetings due to no time to review threads

The solution

Proactive monitoring

The assistant observes all three communication channels in real time, without waiting for the user to open the app.

Intelligent prioritization

Each message is classified by urgency, sender, and context. Critical items reach the user immediately; the rest are grouped and summarized.

Summaries and suggestions

At the start of the day and before meetings, the assistant generates an executive summary. For frequent message types, it suggests replies that the user approves or edits in seconds.

Action when appropriate

For routine tasks (confirmations, acknowledgments, forwards), the assistant acts directly when the user configures it to do so.

Results

  • The team reduced time spent on communication management by 80%
  • Three channels managed from a single unified interface
  • Full inbox summary in under 1 minute
  • No critical messages missed since deployment

Business impact

AspectBeforeAfter
Inbox review45-60 min/day< 10 min/day
Unread messagesHundreds accumulatedZero relevant pending
Response timeHoursMinutes
Meeting preparationManual, incompleteAutomatic summary

Managing communications shouldn’t be a job in itself. The assistant turns it into something that happens in the background.

Status: IN PRODUCTION