NemoVideo: Build a Repeatable, AI-Powered Video Handoff Workflow in Just 90 Minutes
If you’ve ever DM’d files at midnight, discovered mismatched filenames in a trafficking sheet, or had a placement reject your video for specs, this guide is for you. In about 60–90 minutes (once your templates are set), you’ll build a clean, repeatable, AI-assisted handoff that media buyers can traffic without rework.

🛠️ Quick Details
Difficulty: Intermediate (basic familiarity with paid social and YouTube recommended)
You’ll need: Final edits or project files, export rights to your source footage, a spreadsheet tool (or DAM/PM alternative), and an AI-enabled video workflow tool (e.g., Nemo (AI Video Editor)).
The Plan: We’ll do this in three steps: standardize inputs, automate versioning/QA, then package and deliver with an audit trail.

Step 1: Standardize Inputs and Structure
Your future speed (and sanity) depends on the first 30 minutes. Create one manifest schema, one naming convention, and one trafficking sheet. From here on, assets name themselves, and your media buyer always knows what’s inside.
Define a Naming Convention (Machine-Readable)
Keep it simple, consistent, and unique. Use underscores, avoid spaces/special characters, and include an ISO-like date.
Recommended Pattern:
[Client]_[Campaign]_[Platform]_[Placement]_[Ratio]_[YYYYMMDD]_v[NN]_[Status].mp4Example:
ACME_SUMMER25_META_REELS_9x16_20251017_v03_APPROVED.mp4
💡 Tips
Align “Platform/Placement/Ratio” with how your media buyers think about trafficking (e.g.,
;META_REELS_9x16;TIKTOK_INFEED_9x16;YT_SKIPPABLE_16x9).LI_FEED_4x5Include version and status tokens so it’s obvious what’s “approved.”
If you deliver subtitles, mirror the base filename:
ACME_SUMMER25_META_REELS_9x16_20251017_v03_APPROVED.en-US.srt
Create a Platform Spec Matrix (Reference, Not a Copy-Paste of Docs)
You don’t need to memorize specs; you need authoritative anchors and a habit of verifying in-platform.
Meta: Placements and creative rules live in the dynamic Meta Ads Guide. Always preview in Ads Manager before finalizing.
TikTok: In-feed requirements are documented in TikTok Auction In‑Feed Ads. Review Creative best practices and the Commercial Music Library (TikTok Ads Help).
YouTube/Google Ads: Formats and requirements are outlined in Google Ads video assets help.
LinkedIn: Provides video ad specs in LinkedIn ad specifications (verify inside Campaign Manager as specs evolve).
📝 Practical Summary (Verify In-Platform)
Ratios: 9:16 vertical for Stories/Reels/TikTok; 1:1 or 4:5 for many feed placements; 16:9 for YouTube in-stream.
Containers/Codecs: MP4/MOV, H.264 + AAC are broadly accepted.
Keep a “safe zone” mindset for vertical placements—UI overlays and captions compete for space. Always preview inside the platform before handoff.
Build Your Trafficking Sheet Template (CSV-Ready)
Use this column set so buyers can copy/paste straight into their workflow. Keep filenames an exact, case-sensitive match.
campaign_name,objective,platform,account_id,adset_group,audience,geo,placements,creative_filename,ratio,duration_s,final_url,utm_source,utm_medium,utm_campaign,utm_content,utm_term,post_text,headline,description,cta,thumbnail_filename,srt_filename,srt_language,budget,flight_start,flight_end,pacing,bid_strategy,approver,approved_at,version,notes
For UTM consistency, you can standardize with Google’s GA4 Campaign URL builder.
🤝 Micro-RACI
“Creator prepares assets and sheet; Media Buyer validates links/character limits and traffics; Marketing Lead approves go-live.” Add initials and dates in the approver fields.
Sanity Check (1 asset)
Export one asset with the new naming convention.
Fill a single row in the trafficking sheet and ensure every field has an obvious source of truth.
Confirm that the filename in the folder equals the filename in the sheet—character-for-character.
You just set the rails. The rest of the workflow will move faster because you reduced ambiguity at the source.

Step 2: Automate the Heavy Lifting with AI
This is where time returns to your calendar. AI can version, rename, transcribe, check specs, and export a manifest faster than any human—if you give it clear rules from Step 1.
What the AI Should Handle
Task | Detail |
Multi-ratio Versioning | Generate 9:16, 1:1, 4:5, and 16:9 variants; apply safe-zone overlays. |
Duration Trims | Create platform-appropriate cuts and bumpers from one master edit. |
Auto-rename | Enforce your naming convention on export. |
Transcription/Captions | Generate SRTs; use BCP 47 tags (e.g., en-US) and match base filenames. |
Metadata + Manifest | Tag platform, placement, language, duration, and export a CSV/JSON manifest. |
Spec Linting | Verify container/codec, constant frame rate, resolution, duration, and file size. |
Audio Normalization | Normalize to a consistent integrated loudness (around -23 to -24 LUFS, true peak $\le -1$ dBTP). |
Accessibility Flags | Check subtitle presence and on-screen text contrast against WCAG 2.2 guidance. |
⚙️ Practical Example
You can use Nemo (AI Video Editor) to ingest a master edit, auto-generate platform-specific cuts (e.g., 9:16 for Reels/TikTok, 1:1 for feeds, 16:9 for YouTube), auto-apply your naming schema, attach SRTs, and export a manifest with fields your trafficking sheet expects. (Disclosure: Nemo is our product.)
AI QA Checklist (Run Before You Package)
Creative Spec Compliance: Aspect ratio, resolution, duration, codec/container, constant frame rate, file size cap.
Safe Zones Previewed on-device for vertical placements (Reels/Stories/TikTok). Meta specifically advises using Ads Manager previews via the dynamic Meta Ads Guide.
Captions Present and legible; filename language tags use BCP 47 (e.g.,
) and base names match the video file exactly.en-USAudio Metering: Integrated loudness consistent; no clipping; spot-check on mobile.
Accessibility Contrast follows WCAG 2.2 AA guidance for on-screen text.
Trafficking Readiness: Filenames exactly equal the sheet; thumbnails present; copy within typical platform character guidance (verify in-platform UIs).
🚧 Field Notes (Where Teams Get Stuck)
Variable frame rate from phones can cause quirky rejections—transcode to constant frame rate before export.
SRT mismatches are common. Keep the base video filename identical and append the language tag (e.g.,
)..en-US.srtTikTok and Reels UI overlays shift; always preview inside the platform (e.g., TikTok Auction In‑Feed Ads provides baseline requirements, but previews reveal real-world collisions).
Accessibility is key. Review Accessibility for watching videos (TikTok Support).
Step 3: Package and Deliver Like a Pro
The last mile is where handoffs usually wobble. You’ll deliver a tidy folder, a manifest, a trafficking sheet, and a way for the receiver to validate nothing got corrupted.
Include an Integrity Check (Hashes)
Generate SHA-256 checksums for every file and include them in
checksums_sha256.txt. The media buyer can re-run the hashes and compare for a zero-diff result, proving nothing changed in transit. The suitability of SHA-256 is explained in the NIST policy on hash functions.Add a Clear README and Approvals
should summarize: What’s inside, how to validate, and who to contact.README_START_HERE.txt
: Creator sign-off, media buyer receipt, date/time, any deviations noted.APPROVAL_LOG.txt
Receiver’s Quick Validation
Open 1–2 assets and confirm playback, captions, and audio levels.
Verify that checksums match.
Traffic a single test placement with a modest budget to confirm links and tracking resolve correctly. (Also check Split test best practices).
🛑 Troubleshooting and Common Pitfalls
Problem | Fix |
Filenames don’t match the trafficking sheet | Auto-rename in batch to your schema. Re-export the manifest and re-paste filenames into the sheet from that source of truth. |
Captions missing or mismatched | Regenerate SRTs, ensure base video filename equality, and use BCP 47 language tags (e.g., en-US). |
Text/logo covered by UI in vertical placements | Use safe-zone overlays during export. Always preview in platform UIs on a physical device. |
Loudness inconsistent between versions | Normalize with a BS.1770-compliant meter to a consistent integrated loudness and true peak ceiling. |
Version confusion at go-live | Freeze the “go-live” folder read-only. Bump the version token (v04 → v05) if changes are required and reissue the package. |
✅ Copy-Ready Templates (Keep and Reuse)
Naming Schema (Pattern + Example)
[Client]_[Campaign]_[Platform]_[Placement]_[Ratio]_[YYYYMMDD]_v[NN]_[Status].mp4Example:
ACME_SUMMER25_META_REELS_9x16_20251017_v03_APPROVED.mp4Pre-Handoff QA Checklist
Ratio/resolution/duration OK
Codec/container and constant frame rate OK
File size under platform caps
Safe zones previewed on-device
Captions present; filename + language tags correct
Audio metered and consistent
Legal/brand assets verified (FTC Endorsement Guides: What People are Asking)
Filenames equal trafficking sheet entries
UTMs tested and links resolve
Thumbnail provided and legible
Copy length within guidance
Approvals logged
Conclusion: Why this Works (and Keeps Working)
You replaced ad-hoc file chaos with a manifest-first approach.
AI now handles the repetitive middle: versioning, renaming, captions, and spec checks.
Packaging with checksums and approvals creates a trustworthy “go-live” snapshot that anyone can audit.
Next Steps
Clone these templates, run a pilot on one campaign, and iterate with your media buyer’s feedback.
If you want an AI editor to support multi-platform cuts, auto-naming, SRTs, and manifest exports in one place, consider using NemoVideo (AI Video Editor) in your workflow. Keep your schema, and let the tool do the busywork so your team focuses on strategy and creative.