Choosing an AI Agent plan based solely on team size can easily lead to the wrong purchase. Ten people might share a single low-frequency workflow, while one person might maintain multiple scheduled tasks at once. Prices and quotas may change, so this article does not repeat specific figures. Instead, it provides a requirements checklist that you can take to the current pricing page and review item by item.
Step 1: List the actual tasks for the next 30 days
Separate one-time experiments from continuously running tasks. For each task, record its trigger frequency, volume per run, maximum runtime, peak concurrency, required tools, and where results will be stored. Do not write “runs frequently” or “a lot of data.” Use verifiable ranges instead.
If the task itself is not yet stable, do not buy a premium plan for hypothetical expansion. Run it manually several times in succession and confirm that the inputs, steps, and acceptance criteria are no longer changing frequently.
- Task name and owner
- Number of runs per day or week
- Peak number of simultaneous runs
- Systems it will read from and write to
- Acceptable recovery time after a failure
Step 2: Evaluate capabilities by stage
During the trial stage, verify only connectivity, output, and stopping mechanisms. During the stable operation stage, focus on logs, failure notifications, and the division of permissions. Only during the scaling stage should you evaluate higher concurrency, member management, and integration maintenance.
Define upgrade triggers in advance, such as approaching the quota for two consecutive observation periods, queues affecting delivery, or a new approver genuinely requiring separate permissions. Without clear triggers, it is easy to pay early for something you “might need later.”
- Trial: One low-risk task and test data
- Stable operation: Fixed frequency, owner, and rollback plan
- Scaling: Add resources only after confirming the bottleneck
Step 3: Review permissions, data, and support
Confirm who can create tasks, view logs, approve write operations, and manage credentials. When customer or internal information is involved, also verify where data is stored, how long it is retained, how it can be exported and deleted, and whether logs may contain sensitive fields.
Support requirements should be based on the impact of a failure. A one-day delay to an internal draft is not the same as a one-hour interruption to a production task. Document the acceptable recovery time, then verify whether the plan provides an appropriate support channel.
- Least privilege and division of team responsibilities
- Log and data retention rules
- Export, deactivation, and deletion methods
- Support channels and response boundaries
Step 4: Confirm prices only on the current official page
Older articles, search snippets, and screenshots may all be outdated. Before making a final purchase, visit the current SmaugBrain pricing page and verify the currency, billing cycle, how quotas are measured, what happens when quotas are exceeded, upgrade and downgrade rules, and cancellation terms. If anything is unclear on the page, confirm it through an official channel and save the response.
Do not assume that features available during a trial are included with every plan over the long term, and do not treat third-party reviews as contractual commitments.
- Record the date of verification
- Save pages containing key terms
- Confirm taxes, fees, and the renewal cycle
- Clarify how downgrading will affect existing tasks
When this does not apply: When to hold off on buying
If the goal is still simply to “see what AI can do,” the input sources have not been authorized, the results cannot be validated, or high-risk actions lack a rollback plan, complete a small-scale test first. A product plan cannot replace process design.
End-to-end acceptance testing should include preparing inputs, executing the task, checking the results, simulating a failure, stopping the task, and exporting the deliverables. Once all of these are acceptable, select the lowest viable plan that covers your current requirements.
Further reading
To review related considerations, read How to choose between a chatbot and an AI Agent and Comparing self-hosting and cloud platforms.
Next step
Take your task load worksheet to the current SmaugBrain pricing page and review each item. Pay only for requirements you have already validated, and document your upgrade and exit criteria in advance.