Video Enhancement Vendor Evaluation Guide
Choosing a video enhancement vendor affects product quality, user privacy, and engineering velocity. This guide provides a systematic framework for vendor evaluation.
Evaluation Scorecard
Score each vendor on these dimensions:
| Dimension | Weight | Score (1-5) | Weighted |
|---|---|---|---|
| Quality | 30% | ___ | ___ |
| Privacy & Security | 25% | ___ | ___ |
| Reliability | 20% | ___ | ___ |
| Integration | 15% | ___ | ___ |
| Pricing | 10% | ___ | ___ |
| Total | 100% | ___ |
Adjust weights based on your priorities. Privacy-sensitive industries should weight privacy higher.
Quality Testing Protocol
Test Video Collection
Collect 15-20 test videos covering:
- Your typical content (5-10 videos)
- Low light conditions (2-3 videos)
- Faces and people (2-3 videos)
- Text and signage (2-3 videos)
- Fast motion (2-3 videos)
Testing Process
- Process all test videos through each vendor
- Use comparable settings (resolution, quality level)
- Document settings used for reproducibility
Blind Comparison
- Remove vendor labels from outputs
- Present side-by-side to stakeholders
- Rate each on 1-5 scale
- Average scores across videos and raters
What to Look For
- Sharpness: Clear edges, visible detail
- Artifacts: Halos, ringing, over-sharpening
- Faces: Natural restoration, no distortion
- Color: Accurate, no shifts
- Noise: Cleaned without losing detail
Privacy Verification
Questions to Ask
- What is your data retention policy?
- Is customer video used for model training?
- Who has access to video during processing?
- What encryption do you use (transit, rest)?
- Can I verify that video was deleted?
Documentation to Request
- SOC 2 Type II report (verify scope includes your use case)
- Data Processing Agreement
- Business Associate Agreement (HIPAA)
- Security whitepaper
- Penetration test summary
Architecture Review
- Where does processing happen?
- Is data encrypted in transit and at rest?
- Are processing containers ephemeral?
- Can you choose processing region?
Red Flags
- "We may use data to improve our services"
- No written retention policy
- Reluctance to sign DPA/BAA
- No SOC 2 certification
- Vague answers about access
Reliability Assessment
SLA Review
- What uptime SLA? (99.9% = 8.7 hours downtime/year)
- What are SLA credits?
- What's excluded from SLA?
Status Page Review
- Review past 12 months of incidents
- How many incidents?
- How long to resolve?
- How were customers notified?
Load Testing (If Allowed)
- Submit jobs at your expected peak rate
- Measure queue latency and processing time
- Monitor error rates
- Test failure handling
Architecture Questions
- Multi-region deployment?
- Automatic failover?
- Queue/burst handling?
- GPU redundancy?
Integration Evaluation
SDK Quality
- Languages supported?
- Actively maintained?
- Good error handling?
- Type definitions (TypeScript, etc.)?
Documentation
- Complete API reference?
- Code examples?
- Integration guides?
- Troubleshooting docs?
Sandbox
- Free sandbox available?
- Same features as production?
- Rate limits for testing?
Integration Test
- Time to first successful API call?
- Time to full integration?
- Blockers encountered?
- Support responsiveness?
Frequently Asked Questions
Weight dimensions by priority (quality, privacy, reliability, integration, pricing), score each 1-5, multiply by weight, compare totals.
Use your own test videos, process through each vendor at comparable settings, blind comparison rated by multiple stakeholders.
Vague training policies, no written retention, reluctance to sign DPA/BAA, no SOC 2 certification.
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