AI Video Operator SOP

Internal standard operating procedure. For the operator running AI Video deliverables. Updated May 2026.

Internal DocumentThis is the operating manual for whoever runs AI video production at GrowwithBA. Update version-control this. Anyone trained on it should be able to take a client from kickoff to first delivery in 7-10 days.

Tool Stack

Higgsfield (primary)
Hosts Seedance 2.0 + Marketing Studio app. Where most production happens.
Pro plan: $29-49/mo
seedance2.ai (direct access)
Direct Seedance 2.0 access for advanced controls. Pay-per-credit. Use when Higgsfield can't deliver specific output.
~$0.50-2 per 5s clip
OpenArt (image generation)
Generate source images, character consistency, brand-specific visuals. Feed outputs into Seedance for animation.
$10-15/mo
CapCut Pro (editing/finishing)
Add captions, music sync, format conversion (9:16 ↔ 1:1 ↔ 16:9), trim and stitch.
$8/mo
Backup tools (for redundancy)
Veo 3.1 (4K work), Sora 2 (physics scenes), Kling 3 (cheapest fallback). Use when primary tools fail.
Pay-per-use

Total monthly tool stack: $50-80 base + per-project credits. Credits typically run $30-100/client/month at our volume.

Client Kickoff Process

Day 1: Discovery Call (60 minutes)

Day 2-3: Brand Kit Setup

Day 4-5: Strategy Doc

Day 5 Deliverables Checklist

Production Workflow

Per Video Production Time

TypeGenerationEditingTotal
Static-to-motion product shot3-5 min5-10 min10-15 min
UGC-style talking head5-8 min10-15 min20-25 min
Multi-scene ad (3+ shots)15-20 min20-30 min40-50 min
Cinematic walkthrough10-15 min15-20 min25-35 min

One operator can produce 4-6 videos per hour at sustainable pace. 8 hours/day = 30-50 videos/day at peak. For a 60-video monthly deliverable, that's about 12-15 hours of focused operator time.

Quality Control Checklist (per video)

Before sending to client

Common Issues & Fixes

Issue: AI generates a face with wrong features

Fix: Use @reference system. Upload 3-5 images of the desired face. Tag in prompt: "Use @ref1 face throughout."

Issue: Movement looks robotic/jerky

Fix: Use reference video for motion. Find a 5s clip from a real ad with the movement you want. Tag: "Use @video1 camera motion." Seedance preserves motion, replaces subject.

Issue: Brand colors look wrong after generation

Fix: Bring into CapCut, color-correct manually. AI rarely matches exact brand hex codes, assume color correction is part of every workflow.

Issue: Lipsync looks off in one language

Fix: Seedance supports 8+ languages but English/Hindi/Spanish are most reliable. For obscure languages, generate without audio first, then sync separately in CapCut.

Issue: Output is watermarked

Fix: Seedance 2.0 outputs watermark-free. If you see one, you've fallen back to a different model. Check tool dashboard.

Client Communication

Weekly check-in template

Every Friday, send the client:

What to do when client says "I don't like this"

Pricing & Margin Reference

Service tierRevenueTool costOperator hrsMargin
Foundation (₹60K/mo)₹60,000₹3,00015h × ₹500 = ₹7,500~80%
Growth (₹1L/mo)₹1,00,000₹6,00025h × ₹500 = ₹12,500~80%
Enterprise (₹2L/mo)₹2,00,000₹12,00040h × ₹500 = ₹20,000~83%

One trained operator can serve 6-10 active clients comfortably. Math says 6 clients × ₹80K avg = ₹4.8L revenue, ₹4L margin per operator per month.

Escalation Path

If client unhappy + you've made 2 rounds of revisions and still not satisfied:

Continuous Improvement