Production
AI Personalized Video System
Generates personalized videos for prospects or customers at scale.
Production
AI Video Content Engine
Recurring short-form video, in up to three formats, produced from your scripts on a repeatable pipeline and reviewed before it publishes.
Posting video every week is hard when each one needs a fresh edit. This build gives you a repeatable pipeline: you supply a script or topic, and it produces short-form video in up to three formats, with your fonts, colors and intro applied. A named person on your team reviews every batch before it goes to your CMS or drive.
- Scripts become finished short-form video on a set pipeline
- Up to three formats from every script, all on brand
- Every batch reviewed by your team before it publishes
$7,400
20–30 working days
Optional maintenance $370/mo
What it is
AI Video Content Engine is a build that plans and produces recurring short-form video, in up to three output formats, from your scripts and brand templates, then delivers it to a destination such as your CMS or drive for a named person to review before it publishes.
Why businesses buy it
Most teams know they should publish more video, but each piece still needs an editor, a template hunt and rounds of review, so the content calendar slips. Freelancers and agencies help, yet cost and turnaround vary from job to job. This build gives you a pipeline you own, so recurring video comes out consistent and on brand from your own scripts. The Scope Card fixes the formats, destination and review step before you order, so you know exactly what you get.
Problems this solves
Planned weekly videos slip because editing time keeps running out
The engine produces recurring short-form video from your scripts and brand templates. Your team writes the script, and the editing work that used to stall the schedule is handled by the pipeline.
Videos from different editors look inconsistent with your brand
Every video is built from your brand profile and up to 20 reference examples. Fonts, colors and pacing follow the same rules, whoever wrote the script.
Finished videos get lost in folders and email threads
Each output is delivered to one agreed destination, such as your CMS or shared drive. A named reviewer finds new videos in one place and approves them before publishing.
One video has to be re-edited for every platform shape
The pipeline renders up to three output formats from one script, such as vertical, square and landscape. Each version is ready for review at the same time.
A good fit if
You publish short-form video regularly, not as a one-off project, and need a repeatable pipeline rather than a single edit.
You already have scripts or a content calendar, and want them turned into finished video on a template you approve.
You want brand fonts, colors and your intro and outro applied automatically, without a designer touching every file.
A named person on your team should review each batch before it goes out, not publish untouched.
Not the right fit if
You only need videos built from product photos and specs, not a broader content calendar. See AI Product Video Generator, built specifically for product demos.
Every video needs its own paid-channel format and length. See AI Video Ad Generator, sized for platforms like Meta and LinkedIn.
You need a version of every video personalized per recipient, not one template run at volume. See AI Personalized Video System.
You have one existing long recording to cut down, not new content to produce. See AI Video Repurposing.
How it works
- We agree your brand profile, up to three output formats, and the destination the finished videos should reach, such as your CMS, Google Drive or a YouTube channel.
- Your scripts or topic list, from the calendar you provide, are turned into a first batch of videos on the pipeline, with your fonts, colors, intro and outro applied automatically.
- Each output is checked against your brand and reference examples before it reaches the review step, so drift gets caught early.
- The person you named reviews the batch and approves, rejects or requests a change to any video before it publishes.
- Approved videos are delivered to your destination, ready to publish on your own schedule.
- The pipeline is proven with 25 sample outputs before launch, so the template is right before it runs at volume.
What you provide within 72 hours
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
- Your brand guidelines and tone-of-voice examples.
- Ten to twenty reference examples showing the style you want.
- Access to the destination the finished videos should reach, such as your CMS, store or drive.
- The script or topic list to start with.
- The name of the person who approves each batch.
- Admin access and API keys for every connected system, shared by adding our team as a user or creating a key you control, never by email.
- Your business information (company basics, hours and brand voice), shared during intake.
- One decision-maker on your side who can approve the outputs and sign off on launch.
- An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.
Timeline
Start
Intake verified and your brand profile, output formats and destination agreed.
Weeks 1–2
The generation pipeline is built and your scripts or topics are turned into a first batch of videos.
Week 3
Your destination, such as your CMS or drive, is connected and brand rules are applied.
Weeks 3–4
25 sample outputs delivered for your review.
Week 4
Your review and two rounds of changes to the templates.
Go-live
Live, with a recorded handoff session, and support starts.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $7,400 |
| Express | 15–25 working days | $8,500 |
| Rush | 10–20 working days | $9,600 |
What you receive at handover
- A short-form video pipeline with up to three output formats, deployed in your environment
- Your brand profile and reference examples set up in the workflow, prompt and guardrail configuration
- Delivery to one destination, such as your CMS or drive, with a named reviewer step before publishing
- A test report on sample videos you reviewed and approved
- An admin guide, a recorded handoff session and 30 days of post-launch support
Expected benefits and how to measure them
- A regular video schedule becomes easier to keep.
- Videos can look consistent across platforms and authors.
- Your team can spend more time on ideas and less on editing.
- Videos published per month
- Count published short-form videos in your CMS or channel accounts and compare with the three months before launch.
- Script-to-publish time
- Log the date each script is submitted and the date its video is approved, then compare averages.
- Reviewer edits per video
- Track how many change requests the reviewer makes per video across the first few months.
Before you start: Record how many videos you published in each of the last three months and roughly how long each took. Note who edits them today.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
The build price is one-time. Running it is paid in your own accounts, roughly $20 to $150 a month in AI model and media-generation usage, depending on how much volume you run. Your video platform plan comes on top, such as HeyGen, Synthesia or a similar tool. Avatar, voice and per-minute generation fees on that plan can cost more than the usage itself at volume.
AI usage during the build and testing is billed the same way, so every provider account, including your video and hosting tools, stays in your name.
Ask about running costsCustom requirements
If you need something outside the Scope Card, add a note at checkout. You get a written Change Quote, and that work only starts once you accept it. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionKeep it running
Monthly maintenance covers monitoring, fixes, updates, a monthly health report and change hours for work such as an updated template or a new reference example. It starts after the 30 days of included support and can be cancelled any month.
$370/mo (5% of the build price a month, includes 3 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance worksHow this compares
| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A video-generation app charges monthly per seat or per render as volume grows | A custom video retainer scales with how much you produce | Ours is one fixed price, shown on this page before you buy |
| Scope | A video app ships one generic template for every use case | An agency agrees scope during the project | Ours is written on the Scope Card before you buy |
| Delivery | A video app works immediately but the template is yours to build | An agency project usually runs several weeks, set per project | Ours has a fixed delivery time shown before you buy, with faster options |
| Review | A video app publishes whatever the template produces | An agency build depends on what was agreed | Ours holds every batch for your named reviewer before it publishes |
Questions about this product
How much does AI Video Content Engine cost?
Look at the price and delivery panel on this page for the fixed build price at each delivery speed. That price covers the Scope Card in full: one generation pipeline, up to three output formats, your brand template, one destination, 25 sample outputs for your review and 30 days of support after launch.
How many video formats can AI Video Content Engine produce?
Up to three output formats from the one generation pipeline, for example a square feed cut, a vertical story cut and a longer version, all built from the same script and brand template. If you need a fourth format, that is quoted separately as an add-on rather than folded into the base scope.
What does AI Video Content Engine cost to run each month?
Typically $20 to $150 a month in AI model and media-generation usage, billed in your own accounts, and the figure moves with how much volume you produce. You see every charge directly on your own provider bill, since nothing runs through us and every account stays in your name. Your video platform plan and its avatar or per-minute fees come on top.
Does AI Video Content Engine publish videos automatically?
No, every batch goes to the named person you approved during intake before anything publishes. They can approve, reject or request a change to any video in the batch. Only once they sign off does the finished video reach your destination, ready to publish on your own schedule.
What do we need to provide before AI Video Content Engine can launch?
We need your brand guidelines with fonts, colors and any intro or outro, ten to twenty reference videos you like, access to your destination such as a CMS or drive, your first script or topic list, and the name of the person who will review each batch before anything publishes.
Why choose AI Video Content Engine over AI Product Video Generator?
Choose the Content Engine when you need an ongoing pipeline that turns scripts into recurring video across several formats for a content calendar. AI Product Video Generator is narrower and built to turn product photos and specs into demo videos, which suits you better if product listings are your only source material.
Can we add a new video format or topic later?
Yes, small changes such as a new topic within the existing formats fit inside the monthly change hours in maintenance. Adding a fourth output format, or a second destination, comes through an add-on, quoted before it starts, without disrupting the live pipeline.
Turn your content calendar into finished video on a repeatable pipeline.
Order AI Video Content Engine today and it goes live on a fixed delivery date. The scope above is exactly what you get, in writing, before you pay.
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