205 lines
5.9 KiB
Markdown
205 lines
5.9 KiB
Markdown
# AI Tools Enterprise Compatibility Evaluation
|
|
|
|
**Evaluation Date:** February 2, 2026
|
|
**Status:** ✅ **COMPLETE** - 19/19 tools fully evaluated
|
|
**Evaluators:** Claude Code + ChatGPT cross-reference
|
|
|
|
---
|
|
|
|
## 🎯 Quick Start
|
|
|
|
**For decision-makers:**
|
|
1. Read **[SUMMARY_REPORT.md](SUMMARY_REPORT.md)** for comprehensive overview
|
|
2. Check **[INDEX.md](INDEX.md)** for quick reference to all tools
|
|
|
|
**For detailed analysis:**
|
|
- See individual tool files listed in [INDEX.md](INDEX.md)
|
|
- Review **[CROSS_REFERENCE_COMPARISON.md](CROSS_REFERENCE_COMPARISON.md)** for consensus analysis
|
|
|
|
---
|
|
|
|
## 📊 Evaluation Summary
|
|
|
|
### Tools Evaluated: 19 Total
|
|
|
|
| Category | Count | Status |
|
|
|----------|-------|--------|
|
|
| **Development** | 4 | ✅ Complete |
|
|
| **Security** | 4 | ✅ Complete |
|
|
| **Design** | 5 | ✅ Complete |
|
|
| **Testing** | 6 | ✅ Complete |
|
|
|
|
---
|
|
|
|
## 🏆 Gold Standard Tools (Highest Security)
|
|
|
|
These three tools represent the highest security tier:
|
|
|
|
1. **Continue.dev** - $0, air-gapped capable, open source
|
|
2. **Diffblue Cover** - On-premises AI, code never leaves environment
|
|
3. **BrowserStack** - Immediate data wipeout after every test
|
|
|
|
---
|
|
|
|
## ✅ Recommended for Immediate Use
|
|
|
|
### Free Tier (No Procurement)
|
|
- **Continue.dev Solo** ($0) - Production-ready
|
|
- **Google Gemini Free** (180K completions/month)
|
|
- **UX Pilot** (Free trial) - Safest design tool
|
|
- **Diffblue Community** (25 methods/month)
|
|
|
|
### Team Plans ($10-30/month)
|
|
- **Continue.dev Team** ($10/month)
|
|
- **GitHub Copilot Business** ($19/month)
|
|
- **Google Gemini Standard** ($19/month)
|
|
- **UX Pilot Pro** ($29/month)
|
|
|
|
---
|
|
|
|
## 🚨 Critical Alerts
|
|
|
|
### Must Avoid (Without Action)
|
|
|
|
1. **Galileo AI Free/Starter** - Outputs are PUBLIC
|
|
2. **Virtuoso QA** - Uses data for training by default (needs contractual opt-out)
|
|
3. **Design tool free tiers** - Uizard and Lovable train on designs (use Business/Enterprise)
|
|
|
|
---
|
|
|
|
## 📁 Documentation Structure
|
|
|
|
### Master Reports (Read First)
|
|
- **[SUMMARY_REPORT.md](SUMMARY_REPORT.md)** - Comprehensive summary of all findings
|
|
- **[CROSS_REFERENCE_COMPARISON.md](CROSS_REFERENCE_COMPARISON.md)** - Claude vs ChatGPT consensus analysis
|
|
- **[INDEX.md](INDEX.md)** - Quick reference to all tool evaluations
|
|
|
|
### Individual Evaluations (19 files)
|
|
See [INDEX.md](INDEX.md) for complete list organized by category
|
|
|
|
### Supporting Files
|
|
- **[CLAUDE.md](CLAUDE.md)** - Repository guidance for Claude Code
|
|
- **[TASK.md](TASK.md)** - Original evaluation objectives
|
|
- **[README.md](README.md)** - This file
|
|
|
|
---
|
|
|
|
## 🎯 Key Findings
|
|
|
|
### Data Privacy
|
|
- **19 of 19 tools** fully evaluated
|
|
- **3 tools** achieve Gold Standard security (Continue.dev, Diffblue, BrowserStack)
|
|
- **2 tools** have critical red flags (Galileo AI free tiers, Virtuoso QA)
|
|
- **Most tools** safe for enterprise with proper tier selection
|
|
|
|
### Pricing Insights
|
|
- **Free options available:** Continue.dev, Google Gemini, Diffblue Community
|
|
- **Team tier range:** $10-30/month per user
|
|
- **Enterprise tier range:** $39-75/month per user (development tools)
|
|
- **Expensive options:** Snyk Enterprise ($35K-90K for 50-100 devs)
|
|
|
|
### Training Policies
|
|
- **Best practice:** No training on customer data (majority of tools)
|
|
- **Exceptions:** Virtuoso (trains by default), some design tool free tiers
|
|
- **Clear separation:** Most tools have safe paid tiers, riskier free tiers
|
|
|
|
---
|
|
|
|
## 📋 Evaluation Criteria
|
|
|
|
Each tool evaluated on:
|
|
1. ✅ Privacy policy and commercial use permissions
|
|
2. ✅ Data training policies (whether code/data trains AI models)
|
|
3. ✅ Data retention and sharing practices
|
|
4. ✅ IP and confidentiality protections
|
|
5. ✅ Pricing structure (free tier, paid plans, enterprise options)
|
|
6. ✅ Usage limits and restrictions
|
|
|
|
---
|
|
|
|
## 🎯 For Hack Days
|
|
|
|
### Phase 1: Immediate Deployment (Today)
|
|
**Tools ready with NO procurement:**
|
|
- Continue.dev Solo ($0)
|
|
- Google Gemini Free (180K/month)
|
|
- UX Pilot (free trial)
|
|
|
|
**Estimated setup time:** <1 hour
|
|
**Total cost:** $0
|
|
|
|
### Phase 2: Team Rollout (Week 1-2)
|
|
**Minimal procurement (<$20/user/month):**
|
|
- GitHub Copilot Business OR Google Gemini Standard ($19/month)
|
|
- Continue.dev Team ($10/month) if team features needed
|
|
- UX Pilot Pro ($29/month) for design
|
|
|
|
**Total cost:** ~$19-58/user/month
|
|
|
|
### Phase 3: Enterprise Scale (After Evaluation)
|
|
Evaluate usage from Phase 1-2, then choose enterprise tiers based on needs
|
|
|
|
---
|
|
|
|
## 🔍 Verification Status
|
|
|
|
### Confirmed by Both Claude & ChatGPT
|
|
- Continue.dev air-gapped capability
|
|
- GitHub Copilot Business/Enterprise no training
|
|
- Google Gemini no training policies
|
|
- Snyk no customer code training
|
|
- Virtuoso training policy (red flag)
|
|
- Galileo public outputs (red flag)
|
|
|
|
### Single Source (ChatGPT - High Confidence)
|
|
- UX Pilot (safest design tool)
|
|
- Design tool tier distinctions
|
|
- Testing tool privacy policies
|
|
- Diffblue on-premises capability
|
|
- BrowserStack data wipeout policy
|
|
|
|
### Single Source (Claude - Verified 2026-02-02)
|
|
- Maze AI (no training on customer data, uses OpenAI/Anthropic APIs)
|
|
|
|
---
|
|
|
|
## 📞 Next Steps
|
|
|
|
1. **Review** SUMMARY_REPORT.md for detailed findings
|
|
2. **Deploy** Continue.dev Solo for immediate use
|
|
3. **Pilot** Google Gemini Free and UX Pilot for evaluation
|
|
4. **Plan** procurement for team tiers based on usage
|
|
5. **Avoid** Galileo AI free tier and Virtuoso without opt-out
|
|
|
|
---
|
|
|
|
## 📄 File Inventory
|
|
|
|
**Total files created:** 24
|
|
- 19 tool evaluations
|
|
- 3 master reports
|
|
- 2 supporting documents (CLAUDE.md, this README)
|
|
|
|
**Storage location:** `C:\source\repos\ai_tools_evaluation\`
|
|
|
|
---
|
|
|
|
## ✅ Completion Status
|
|
|
|
- [x] All Development tools evaluated (4/4)
|
|
- [x] All Security tools evaluated (4/4)
|
|
- [x] All Design tools evaluated (5/5)
|
|
- [x] All Testing tools evaluated (6/6)
|
|
- [x] Master summary report created
|
|
- [x] Cross-reference comparison completed
|
|
- [x] Critical alerts documented
|
|
- [x] Gold Standard tools identified
|
|
- [x] Pricing analysis completed
|
|
- [x] Enterprise recommendations finalized
|
|
|
|
**Evaluation Complete:** February 2, 2026 ✅
|
|
|
|
---
|
|
|
|
**For questions or updates, refer to the individual evaluation files or master reports.**
|