The framing that hides the difference
Small versus large is usually presented as cheap against safe. It is a comfortable way to describe the choice and it explains almost nothing, because the two options differ on things that have no price on them.
Who carries the scoping decision
This is the one that matters most and gets asked least.
In a large firm, the people who gather your operational detail, the people who price the work, and the people who build it are frequently three groups. Detail is lost at each handoff, and the scope that survives is the one that fits the commercial shape of the engagement.
In a small firm they are usually the same person, which removes the losses and concentrates the risk. Either way, the decision about what is worth building should sit with you rather than with the party whose income scales with it - the structural point made in an agency or a freelancer applies here in a larger size.
Who is in the room
Ask directly whether the people presenting will be the people delivering, and ask for names. The answer is not a scandal either way; it is information. A firm that staffs a proposal team and a delivery team can say so and explain how detail is carried across. One that cannot answer has told you what happens after signature.
What the smallest useful piece looks like
Every firm has a floor. A large one's floor is set by its cost structure and is usually well above the cost of automating a single process. Approach it with one process and the scope grows to reach the floor - not out of dishonesty, but out of arithmetic.
That is the practical reason a single-process buyer is better served by whoever can take a single process. It is also why what to automate first is a question with a real answer for a small firm and an awkward one for a large program.
What you hold afterwards
Code, credentials, documentation written for an owner, and a named person on your side who has opinions about the design. This is where a small firm's concentration of knowledge either becomes a risk or stops being one, and the difference is entirely in whether the handover was treated as a stage or as an afternoon.
The order to decide in
Scoping, then people, then floor, then ownership. Price fifth, and only once both totals include twelve months of running alongside the build - which is the arithmetic in how to read an automation quote. Anything settled before those four are answered is settled on the brand, and the brand is not the thing that will be building your process.
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