Video Conferencing Software
Video meetings, webinars, and virtual collaboration.
Key Functions
| Function | Description | AI Opportunity |
|---|
| Video Calls | 1:1 and group meetings | Quality optimization |
| Screen Sharing | Present, annotate | Smart focus |
| Recording | Capture, storage, sharing | Auto-highlights |
| Transcription | Real-time captions | Summary generation |
| Chat | In-meeting messaging | — |
| Breakout Rooms | Small group sessions | Smart grouping |
| Webinars | Large audience, controls | Engagement analytics |
| Virtual Backgrounds | Privacy, branding | AI backgrounds |
| Integrations | Calendar, apps | — |
| Analytics | Engagement, attendance | Attention tracking |
Core Entities
| Entity | Fields | Volume | Sensitivity |
|---|
| Meetings | participants, duration, settings | High | Low |
| Recordings | video, audio, transcript | High | High |
| Transcripts | text, speakers, timestamps | High | High |
| Participants | identity, join/leave times | High | Medium |
| Chat Messages | content, sender, timestamp | High | Medium |
| Analytics | engagement, attention | High | Medium |
| Settings | user/org preferences | Low | Low |
Integration Points
| System | Data Flow | Direction |
|---|
| Calendar | Meeting scheduling | Bi-directional |
| Scheduling | Booking links | Bi-directional |
| CRM | Meeting logging | Outbound |
| Note-taking | Transcripts, summaries | Outbound |
| Project Management | Meeting notes | Outbound |
| SSO | Authentication | Inbound |
Data Retention
| Data Type | Typical Retention | Compliance Driver |
|---|
| Recordings | 30 days - indefinite | Policy-based |
| Transcripts | With recording | Same as recording |
| Meeting metadata | 1-2 years | Audit trail |
| Chat history | 30-90 days | Compliance |
Evaluation Criteria
| Criteria | Weight | Notes |
|---|
| Video/audio quality | High | Core experience |
| Reliability | High | Business continuity |
| Security | High | Privacy, encryption |
| AI features | Medium | Transcription, summary |
| Integration | Medium | Your workflow |
| Participant limits | Medium | Meeting size needs |
| Pricing | Medium | Per-host model |
Market Leaders
| Product | Strength | Best For |
|---|
| Zoom | Reliability, features | General use |
| Microsoft Teams | Microsoft integration | M365 shops |
| Google Meet | Google integration | Google Workspace |
| Whereby | Simplicity, no download | External meetings |
| Around | AI, remote-first | Distributed teams |
| Loom | Async video | Video messaging |
AI Disruption Potential
| Function | Current State | 2027 Projection |
|---|
| Transcription | Good accuracy | Perfect |
| Summaries | Basic | Action items, decisions |
| Translation | Real-time basic | Real-time natural |
| Backgrounds | Static/blur | Dynamic, contextual |
| Attention tracking | Limited | Privacy-respecting |
| Meeting notes | Manual | Auto-generated |
Build vs Buy: Buy. Video infrastructure (WebRTC, scaling, quality) is complex. Use established platforms. Build only for specialized use cases.
Questions
Which engineering decision related to this topic has the highest switching cost once made — and how do you make it well with incomplete information?
- At what scale or complexity level does the right answer to this topic change significantly?
- How does the introduction of AI-native workflows change the conventional wisdom about this technology?
- Which anti-pattern in this area is most commonly introduced by developers who know enough to be dangerous but not enough to know what they don't know?