Compare a subscription with a defined business task, not a broad promise that AI will make the whole firm more productive. The owner needs a complete cost picture and evidence from the firm’s own work. A quick first draft may have little value if review and correction take longer than the current process.
List direct and indirect costs before starting. Include subscription fees, setup, integration, security review, training, support, staff administration, and time spent checking output. Identify any costs that recur when the vendor changes its terms or the firm expands access. Ask the accountant how to record the costs and whether the firm’s current budgeting process needs a separate line for them.
Establish a baseline for one workflow before introducing the tool. For example, measure how the team currently prepares a recurring internal summary, including preparation and review time. Then measure the same task during a pilot. Count corrections, rework, and reviewer effort as well as drafting time. Record whether the final work met the firm’s quality and client requirements. Do not convert a single favorable example into a firmwide savings claim.
Consider the consequences of an error alongside time saved. A tool may be useful for a low-risk internal task but unsuitable for a technical deliverable with serious consequences. Set a review date and agree in advance what evidence would support continuing, changing, or ending the pilot. Check whether the workflow can be stopped cleanly if service availability or vendor terms change.
Ask the project manager to identify a task with repeatable inputs, the security lead to assess data terms, and the accountant to review cost treatment. Ask counsel to review contract and intellectual property terms when needed. Licensed PE judgment and local codes govern engineering work.
Use AI to organize material your firm has already approved, such as project descriptions, staff biographies, and standard service language. Give it the request for qualifications and ask for a compliance checklist or a first draft outline, then have a proposal lead verify every claim against source records. For example, the draft can flag that a required project example is missing, while the owner selects the relevant experience and confirms the team's availability. Keep confidential client details out unless the tool and client terms permit their use.
This is general education, not financial, legal, tax, or engineering advice.
