AI Agents
Platform Stage | $40M+ ARR | 200+ headcount
Main challenge: Running a durable company. Org drag, governance.
AI Agent Recommendations
Stage-appropriate approach: AI at Platform stage is embedded in processes, governed for compliance and quality, and deployed for both efficiency gains and strategic analysis. AI governance is essential.
AI Agent Use Cases
| Category | Use Cases | Business Value |
|---|---|---|
| Sales Automation | Email drafting, call prep, CRM updates | Rep productivity +20-30% |
| Sales Intelligence | Deal scoring, next-best-action, risk detection | Win rate improvement |
| Marketing Automation | Content generation, personalization, A/B testing | Scale without headcount |
| CS Automation | Health monitoring, intervention triggers, renewal prep | CSM capacity +30-50% |
| RevOps Automation | Data hygiene, reporting, forecasting assist | Ops efficiency |
| Executive Intelligence | Board prep, competitive analysis, market trends | Strategic speed |
| M&A Support | Due diligence research, integration planning | Deal velocity |
AI Governance
| Element | Requirement |
|---|---|
| Use Case Approval | Review process for new AI deployments |
| Data Access | Clear rules on what data AI can access |
| Quality Assurance | Human review for customer-facing AI outputs |
| Compliance | Alignment with data privacy regs (GDPR, CCPA) |
| Vendor Vetting | Security review for AI tools and APIs |
| Model Monitoring | Track accuracy, drift, edge cases |
Human-AI Handoff
| Scenario | Approach |
|---|---|
| First Draft | AI generates, human reviews and refines |
| Escalation | AI handles routine, human handles complex |
| Quality Gate | AI assists, human approves before send |
| Analysis | AI synthesizes, human interprets and decides |
Platform-Stage AI Stack
| Category | Tools | Purpose |
|---|---|---|
| Conversation Intelligence | Gong AI, Chorus | Call analysis, coaching |
| Sales Assistant | Clari, People.ai | Activity capture, forecasting |
| Writing Assistant | Jasper, Writer | Content generation |
| CS AI | Gainsight AI, ChurnZero AI | Health prediction, intervention |
| General AI | OpenAI, Anthropic APIs | Custom use cases |
What NOT to do at this stage:
- AI without governance — ungoverned AI creates compliance and quality risk
- AI replacing judgment — AI should augment, not replace, human decision-making
- Ignoring AI security — customer data flowing to AI tools needs security review
Playbook Reference: See AI-powered prospecting tools, Enrichment tools