# EXECUTIVE SUMMARY: Exa Research Integration
**Date:** April 14, 2026 | **Decision:** PILOT (30 days)

## The Ask
Should doany.ai integrate Exa-backed web research into our coding assistant?

## Recommendation: PILOT
Run 30-day validation with internal + beta users before full launch.

## Why This Matters
**Market Gap:** None of the top 3 competitors (Cursor, GitHub Copilot, Codeium) offer real-time web research. This is genuine differentiation.

**User Need:** Developers constantly switch to browsers for API docs, error solutions, and library updates. In-context research eliminates friction.

**Technical Feasibility:** MCP architecture makes integration straightforward. Exa provides citations that reduce hallucination risk.

## Top 3 Risks
1. **Latency:** 2-5s per search could break flow state
2. **Cost:** $3-15k/month for 1000 users (needs validation)
3. **API Dependency:** Exa outage = feature outage

## Competitive Position

| Capability | Cursor | Copilot | Codeium | doany.ai + Exa |
|------------|--------|---------|---------|----------------|
| Code completion | ✅ | ✅ | ✅ | ✅ |
| Chat interface | ✅ | ✅ | ✅ | ✅ |
| **Live web research** | ❌ | ❌ | ❌ | ✅ |
| **Cited sources** | ❌ | ❌ | ❌ | ✅ |

**Cursor:** $20/mo, focuses on codebase context, no web research  
**GitHub Copilot:** $10-19/mo, dominant scale, slow on experimental features  
**Codeium:** Free tier, competes on price, no web research

## 30-Day Validation Plan
- **Week 1-2:** Internal dogfooding (10 engineers)
- **Week 3:** Beta expansion (50 users) + telemetry
- **Week 4:** Cost analysis + user interviews → Go/no-go decision

## Success Metrics
- 60%+ users say "this saved me time"
- 10%+ improvement in task completion time
- <$5/user/month cost at scale
- Zero major accuracy incidents

## Questions for Leadership
1. Risk tolerance for API dependency?
2. Comfortable with $3-15k/month incremental cost?
3. PM/design bandwidth for UX work?
4. Should we evaluate alternatives (Perplexity, etc.)?

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**Full analysis:** See `leadership-brief-exa-research-integration.md`  
**Research plan:** See `research-execution-log.md`