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Budget approval stalling the rollout? What affordable AI video actually costs

For a lot of teams, the tool itself isn’t the hard part. Evaluating a few AI video platforms, picking a favorite, even running a small pilot, that part tends to move reasonably fast. What stalls the rollout is what comes after: getting the budget actually approved, a process that can take weeks longer than the evaluation itself and often involves people who never touched the tool during the pilot.

Why budget approval is a different process than tool evaluation

Tool evaluation is usually owned by the team that will actually use the software, moving at whatever pace that team sets. Budget approval, particularly above a certain spend threshold, often routes through finance, sometimes procurement, and occasionally a separate signoff chain for new vendors or new categories of spend. These processes run on their own timeline, driven by their own priorities and their own questions, which means a genuinely well-run tool evaluation can still stall for weeks waiting on an approval process that has nothing to do with whether the tool is any good.

What affordable AI video software actually costs

Pricing varies by vendor, but a fairly common pattern across the category includes a free tier for initial evaluation, paid team tiers roughly in the $30 to $200 per month range depending on usage volume, and custom enterprise pricing for larger organizations with specific needs around security, seats, or usage volume. This is a considerably smaller commitment than the sticker price on many enterprise software categories, but budget approval processes don’t always distinguish between a modest monthly software cost and a large capital expenditure, which is part of why even a modest cost can face a surprisingly thorough review.

Why starting on a free tier changes the approval conversation

Requesting budget for a tool nobody on your team has actually used yet is a harder conversation than requesting budget for a tool your team has already piloted and can point to specific results from. Starting on a free tier lets you build a concrete internal case, actual videos produced, actual time saved, actual team feedback, before the budget conversation even starts, which shifts the request from “we’d like to try this” to “here’s what we’ve already validated, and here’s what scaling it would cost.”

What actually slows down approval, beyond the dollar amount

The specific dollar amount is rarely the biggest obstacle for a modestly priced tool. What tends to slow things down is ambiguity: an unclear sense of who will actually use it, no specific usage estimate, no clear owner for the relationship, or a request that reads as exploratory rather than backed by a concrete plan. A request with specific numbers, expected usage, the team that will use it, the problem it solves, tends to move through approval considerably faster than a vaguer, less specific one, even at the same dollar amount.

Building a budget case that actually moves

State the specific problem, not a general capability gap. “Our onboarding videos take three days to produce and go stale within a quarter” is a more persuasive starting point than “we want an AI video tool.”

Bring real numbers from your free-tier pilot, if you’ve run one: videos produced, time saved per video, team feedback, rather than projected or hypothetical figures.

Name the specific tier and cost you’re requesting, with a clear rationale for why that tier fits your team’s actual expected usage, rather than requesting an open-ended or maximum tier by default.

Identify who owns the relationship going forward, since an unclear owner is a common reason procurement stalls a request, wanting to know who’s accountable for the tool once it’s approved.

Why procurement asks more questions about new categories

If your organization hasn’t previously purchased AI video software, procurement may treat the request with more scrutiny than a renewal in an already-established category, simply because there’s no existing precedent or vendor relationship to reference. This isn’t necessarily a sign of a difficult approval ahead, it’s often just a natural consequence of being an early adopter within your organization for this particular category, and it’s worth anticipating a slightly longer review specifically for that reason.

What to do if approval is taking longer than expected

If a budget request has stalled without a clear reason, it’s worth checking in directly rather than waiting indefinitely, since a specific, answerable question, missing information, an unclear owner, a policy requiring an extra signoff, is often the actual blocker rather than genuine reluctance about the spend itself. A direct check-in can surface that specific blocker and often resolves it considerably faster than continuing to wait passively for the process to move on its own.

Why a phased rollout can ease the approval conversation

Rather than requesting budget for a full organization-wide rollout immediately, consider proposing a phased approach, budget approval for a smaller pilot team first, with a defined checkpoint to evaluate expanding further. This asks for a smaller initial commitment, which tends to move through approval faster, and gives you another round of real internal data to support the larger request that follows.

What to do if the initial ask gets rejected

A rejection isn’t always final, and it’s worth asking specifically why the request didn’t clear approval rather than simply dropping it. Sometimes it’s the tier requested, and a smaller initial ask would clear more easily. Sometimes it’s timing, tied to a broader budget freeze or a specific point in the fiscal year. Sometimes it’s a missing piece of information that a follow-up conversation can resolve quickly. Understanding the actual reason turns a rejection into a specific, solvable problem rather than a dead end, and often the same request, adjusted for whatever the actual blocker turned out to be, clears on a second pass.

Velo’s pricing, for reference

Velo offers a free plan with 1,500 credits per month, roughly 2 to 5 minutes of video, Pro at $49 per month with 3,000 credits, Ultra at $200 per month with 30,000 credits, and custom Enterprise pricing for larger organizations. Starting on the free plan lets you build the concrete internal case described above before any budget request needs to go through approval at all.

Start the evaluation and the approval conversation in parallel

Rather than treating tool evaluation and budget approval as strictly sequential steps, it’s often faster to run them in parallel where possible: start evaluating on a free tier while simultaneously understanding your organization’s specific approval process and what it will require, so you’re not starting the approval conversation from scratch only after your team has already fully committed to a specific tool and is eager to move forward immediately, at which point a slow-moving approval process tends to feel far more frustrating than if it had been running quietly in the background the whole time.

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About the author

Ritu Parakh is Growth Lead at Velo, the AI video messaging platform that turns a screen recording, a deck, or a URL into a polished, narrated video - and an editable written doc. She writes about video for demos, onboarding, training, and enablement. Connect on LinkedIn

Because evaluating a tool is a decision one team can usually make, while budget approval often involves finance, procurement, and sometimes a separate signoff chain, each with its own pace and its own questions.

This varies by vendor and plan, but many platforms offer a free tier for initial evaluation and paid tiers in the range of roughly $30 to $200 per month for team plans, with custom enterprise pricing above that.

Start with a free tier to build a concrete internal case before requesting budget, and bring specific numbers, projected usage, expected cost, and expected impact, rather than a general request for approval.

Free at 1,500 credits per month, Pro at $49 per month with 3,000 credits, Ultra at $200 per month with 30,000 credits, and custom Enterprise pricing.

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