Agencies and businesses buy AI services differently

Agencies and business owners often approach AI with different jobs in mind. An agency might need help producing a campaign it has already sold. A business owner might want less time spent preparing quotes. Both need a clear agreement about what will be delivered, who reviews it and who maintains it afterward.

What are agencies actually buying?

Agencies often need extra production help without adding a permanent role. White-label work means Monolith completes agreed work that the agency delivers under its own brand. The agency keeps the client relationship. Agree on the deliverables, revision rounds and price before preparing the client proposal, so the agency can plan its own costs and margin.

Suppose your agency needs a set of campaign images for a client presentation. The production partner can explore visual directions and prepare the agreed files, while your account team handles client feedback. Your brief should explain the audience, brand rules and where the images will appear. “Make some AI images” leaves the partner to guess too much.

Agree on how feedback travels. If the client changes the product or the concept after approving it, that may require new work rather than a small correction. Putting revision rounds and approval points in writing helps your team quote the project and keep the client informed.

What are businesses actually buying?

A business usually starts with a day-to-day problem: inquiries waiting for replies, quotes taking too long, or reports assembled by hand. A workflow is the sequence of steps used to complete that job. Reviewing those steps helps identify where AI could help and where a person should remain involved. The result might be a draft reply ready for approval, rather than a system that contacts customers on its own.

Consider a business that prepares a weekly activity report. Staff collect figures from several places, put them into a document and write a summary. AI might help assemble the draft and explain changes. The owner still needs to know where each figure came from and whether the right dates were used.

The handover should cover the ordinary Monday-morning questions: where to place the new files, how to run the report and who to contact if it fails. A working process includes those instructions. Without them, even an impressive demonstration can become another task the owner has to manage.

What mistake does each buyer make?

• Agencies: check whether demand is recurring or occasional before deciding between a hire and project support.
• Businesses: choose the job to improve before choosing a subscription. Name the person who will own the process.
• Both: agree on how you will check the result. Include time spent reviewing and correcting work when assessing its value.

Decide what a successful first project would look like

For an agency, success might mean receiving editable, on-brand files that its team can finish within the agreed review time. For a business, it might mean a report that uses the right records and needs fewer manual corrections. Write those expectations before choosing tools.

Keep a sample of the current work and compare it with the proposed result. Include the time spent checking and fixing it. This gives you a more useful basis for the next investment than the number of tools or AI features included in a proposal.

Ask for evidence that matches your project

Ask a vendor for a relevant example, the work they owned, and how they checked the result. Monolith's selected work includes creative produced at Lunar Digital Assets, including the LitVM character channel with 70M+ GIPHY views. That is evidence of creative production, not proof that an unrelated automation will produce the same result.