AI Video Search for Documentary Filmmakers

Documentary filmmaking has a math problem. You shoot 200 hours to deliver 2. The ratio isn't the issue — the issue is that somewhere in those 200 hours is exactly the shot you need, and finding it manually is how documentary budgets disappear.

ShotAI was built for this problem.

The Documentary Footage Problem

Every documentary editor knows the feeling: you remember a moment — a facial expression, a piece of B-roll, a reaction shot — but you can't remember which card, which interview, which day. You know it exists. You just can't find it.

Traditional solutions don't scale:

• Transcripts help for dialogue, but miss visual moments entirely
• Dailies logs are never complete and always outdated by the time you're cutting
• Bins and folders require someone to have organized footage consistently from day one
• Memory works for 10 hours of footage, not 500

Documentary shooting ratios guarantee that manual organization will fail. You simply cannot watch, log, and tag 300 hours of footage thoroughly enough to find every moment you might need.

How ShotAI Works for Documentary

ShotAI approaches the problem differently: let AI watch everything.

1. Import Your Footage

Point ShotAI at your drives — wherever footage lives. Hard drives, RAID, NAS, cloud storage. No uploading required; your original files stay where they are.

2. Automatic Shot Detection

ShotAI identifies every cut point automatically, splitting your footage into individual shots. A 2-hour interview with 150 cuts becomes 150 searchable shot assets.

3. AI Indexes Every Shot

Two AI models analyze each shot:

• OmniSpectra creates semantic embeddings that capture visual meaning — what the shot looks like, feels like, and represents
• OmniCine labels professional cinematic attributes — shot size, camera movement, lighting, composition, mood

This happens automatically. No manual input. No transcription dependency.

4. Search With Natural Language

Now you search:

• "closeup reaction, surprised expression"
• "wide establishing, industrial, overcast"
• "handheld follow, subject walking, urban"
• "interview two-shot, office background"

Results appear in milliseconds. Click to preview. Select and export.

5. Export to Your NLE

Found your shots? Export directly to Premiere Pro, DaVinci Resolve, or Final Cut Pro via EDL or FCPXML. Selected shots appear in your timeline, synced to your original media.

Documentary Use Cases

Archival Footage Projects

Working with historical archives? Decades of footage nobody has thoroughly logged? ShotAI indexes everything regardless of existing metadata. "Black and white, city street, 1960s fashion" becomes a searchable query.

Verité / Observational Shooting

Observational documentaries generate massive amounts of footage with unpredictable content. You can't know in advance what moments will matter. ShotAI lets you find them after the fact: "quiet moment, subject alone, contemplative mood."

Interview-Heavy Projects

Most documentary search tools focus on transcript search. ShotAI complements transcripts with visual search. Find the moment someone's expression changed, not just what they said.

Multi-Crew Productions

Multiple cameras, multiple shooters, inconsistent organizational approaches. ShotAI creates a unified search layer across all sources regardless of folder structure or naming conventions.

Long-Term Projects

Projects spanning years accumulate footage across many drives, formats, and organizational systems. ShotAI indexes it all into a single searchable library.

What Documentary Teams Say

> "We had 400 hours from a year of shooting. Manual logging would've taken months. ShotAI indexed it in two days and I was finding shots I'd completely forgotten existed."
> – Documentary editor, feature production

> "The moment I realized I could search for 'golden hour exteriors' across three years of footage and get results in half a second — that's when I understood what this tool actually does."
> – Post supervisor, documentary series

Key Features for Documentary

| Feature | Why It Matters |
|---------|----------------|
| Shot-level granularity | Documentary decisions happen at the shot level |
| Semantic visual search | Find visual moments, not just dialogue |
| OmniCine cinematic labels | Professional vocabulary: shot sizes, camera movement, lighting |
| Multi-drive support | Index across all your storage |
| Local-first architecture | Confidential footage stays in your facility |
| NLE export | Search to timeline in under a minute |
| Similar shot discovery | Find related visuals you didn't think to search for |

Privacy for Sensitive Content

Documentary often deals with sensitive subjects — confidential interviews, vulnerable participants, legally complex material. Cloud upload isn't always possible.

ShotAI's local-first architecture means:

• Original footage never leaves your hardware
• Only compressed thumbnails are processed remotely for AI indexing (and immediately deleted)
• No cloud storage of your content
• Full control over data residency

For projects under NDA or with participant confidentiality requirements, this architecture is often mandatory.

Pricing for Documentary Teams

Free tier: Unlimited shot detection and manual tagging. No AI indexing, but useful for organization.

Pro: $XX/month includes 300 minutes of AI indexing per month and 15,000 semantic searches. Covers most smaller documentary projects.

Pay-as-you-go: $0.07 per minute for larger projects. A 200-hour documentary project: approximately $840 total indexing cost.

Enterprise: Multi-seat licensing, private deployment options, custom model training for specialized content.

Compare to the cost of an assistant editor manually logging 200 hours of footage. The math clarifies itself quickly.

Frequently Asked Questions

Does ShotAI replace transcription services?
No. ShotAI finds visual content; transcription finds spoken content. Use both. They're complementary — transcript search for dialogue, ShotAI for everything visual.

What formats are supported?
ProRes, H.264, H.265, and other professional formats. Most footage from professional cameras works without conversion.

Can I search across multiple projects?
Yes. ShotAI creates a unified library across all imported footage. Search once, find shots from any project.

What if my footage is on LTO or cold storage?
ShotAI needs access to the footage files for initial indexing. Once indexed, search works against the index — you don't need footage mounted for searching, only for preview and export.

Getting Started

1. Download ShotAI from shotai.io
2. Import your documentary footage
3. Let AI indexing run (background process)
4. Start searching with natural language
5. Export selects directly to your NLE

Free plan available. No credit card required for trial.

ShotAI is built for video professionals who need to find what they shot. Documentary filmmakers were the original use case — and remain the most demanding test of whether the tool actually works.