Every post-production team has a story about a caption file that got kicked back for something small. But what actually gets a caption file sent back isn’t what most teams expect.
If you’re captioning media content today, the basics are already solved. Speech recognition is fast, accurate enough for a first pass on captioning your content, and inexpensive at scale. More problems arise on everything downstream of the transcript – the placement, the speaker attribution, the sound design cues, the extra quality assurance pass most teams still do manually by hand before a file is actually ready to send out the door.
That gap is getting more expensive by the month. FAST channel viewing hours are jumping 43% year-over-year, and the number of active FAST channels has climbed past 1,900 worldwide. More hours of content, more distribution partners, more caption specs to hit, all landing on the same post-production teams that were already stretched on QC time. Whatever’s handling your captioning today either scales with that or it doesn’t.
The Bottleneck in Media Captioning Has Moved Past the Transcript
When you ask most post-production media teams what slows down their post-production workflow and captioning, it’s rarely the transcription itself anymore. It’s what happens after: catching a caption sitting on top of a lower third, tracking down who’s speaking when they’re off camera, flagging a commercial break so it doesn’t get treated as a scene cut, labeling the ambient sound a viewer needs to make sense of what’s happening.
None of that is a transcription problem. It’s a formatting, placement, and context problem, and it’s exactly the layer that plain speech-to-text tools weren’t built to touch. Verbit recently launched Captivate Post and Captivate Post Plus built specifically to handle that layer, not just the words.
How Captivate Post Automates the Steps You're Probably Still Doing by Hand
A lot of what eats up post-production time isn’t creative work, it’s repetitive cleanup. Verbit’s Captivate Post solution takes several of those steps off your plate automatically:
- 37+ atmospherics and sound effect labels get applied automatically, from [music playing] to [crowd cheering], instead of someone combing back through audio to catch what a transcript alone would miss
- Commercial break detection and music notes are flagged as part of the initial pass, so segments come through clean without a manual re-tag
- Auto alignment, segmentation, and top/bottom placement follow real broadcast and streaming formatting conventions, not a generic default
- A self-service captions editor lets your team make a last-minute fix directly in-platform instead of routing it back through a vendor queue
If your team is currently doing any of this manually after the AI pass, that’s the exact work Captivate Post is designed to absorb.
Captivate Post Plus Adds a Human Review Layer for When Automation Can't Catch Everything
Automation is good at consistency. It’s less reliable at judgment calls, and captioning has more of those than it looks like on paper. Two features in Captivate Post Plus specifically target that gap:
Offscreen speaker identification labels who’s talking even when they’re not in frame, narrators, off-camera interviewers, voiceover, without your team having to catch and correct it after the fact.
A trained human QC pass reviews caption placement before the file goes out, catching the kind of on-screen collision or attribution issue that’s easy for automation to miss and expensive for a distributor to reject. When a rejected file means a missed delivery window, that review pass is often the difference between a file that ships on the first try and one that bounces back.
Choosing Between Captivate Post and Captivate Post Plus Comes Down to Content Risk, Not Just Volume
The two products run on the same underlying platform, so the decision isn’t really about which one is “better.” It’s about matching the tool to what a given piece of content can afford to get wrong. Best of all, you can easily switch between the two options based on your specific content needs.
High-volume libraries, ongoing FAST channel programming, and content where light editing is already expected tend to fit well with Captivate Post’s AI-driven speed. Content headed to distributors with strict specs, premium streaming placements, or anything where a rejection would actually hurt (a launch date, a syndication deal, a compliance requirement) is where the human QC layer in Captivate Post Plus tends to pay for itself.
Plenty of teams end up using both, running high-volume archives through Post and reserving Post Plus for the titles where the stakes are higher. That flexibility, choosing the right tier per project instead of committing an entire library to one workflow, is arguably the more useful feature than either product on its own.
How This Technology Fits Into Your Existing Post-Production Workflow
There’s no need to rip out your current post-production process. Captivate Post and Post Plus were launched and designed to fit seamlessly into your work, with plenty of existing media and cloud integrations to make for smooth, easy final deliver of captions. The idea is that everything runs through one platform built with flexibility in mind instead of needing a patchwork of tools, different vendors, or manual efforts to go from almost done to final.
That flexibility matters across a range of teams, not just one type of production. FAST channels and distributors juggling strict platform specs, streaming publishers scaling large libraries, media ops teams running live-to-VOD pipelines, and compliance teams who need a defensible QC process all end up leaning on different parts of the same toolkit depending on what a given title demands. Verbit already supports more than 3,000 organizations across media, legal, education, and government, so this isn’t a new engine bolted onto an old workflow, it’s the same infrastructure a lot of teams are already trusting elsewhere in their operation, extended to cover the post-production handoff specifically.
See what Captivate Post and Post Plus can take off your team’s plate.
