Choosing the Right AI Assistant
About this resource
This is the organizational version of the model question. Where Which AI Model Should I Use? compares assistants by task for an individual, this covers the criteria that should decide what an organization standardizes on, which are mostly not capability criteria.
It works through what you already license and whether an AI capability is already included, the data handling and retention terms and how they differ by tier, whether an organizational account with administrative control is available, integration with the systems your work actually runs on, support and escalation when something breaks, and the cost of switching later. Capability comes last deliberately, because for most organizations the first five criteria eliminate the field before capability is reached.
Capability is the sixth criterion, not the first. For most organizations the earlier five have already settled the question by the time it comes up.
How to use it
Work the six criteria in order and stop when the field narrows to one. Most organizations reach a decision by criterion three without ever comparing capability, and that is the correct outcome rather than a shortcut: an assistant your people can access through a governed organizational account beats a marginally better one they have to use on personal logins.
Inside the download
AI capability may already be included in a platform you license, which is the most common finding.
Retention, training use, and how the answer changes by subscription tier.
Administrative control, and why personal accounts are not a substitute.
Whether it connects to the systems your work actually runs on.
Common questions
Start with what you already license, since AI capability is increasingly bundled into platforms you pay for. Then compare data handling and retention terms, confirm an organizational account with administrative control is available, assess integration with your actual systems, check support and escalation, and price the cost of switching later. Capability comes after all of those.
Usually yes at first. Fragmented tool use means no prompt, procedure, or piece of training transfers between teams, and it multiplies the governance surface. A second tool becomes worth adding when a specific capability gap is genuinely blocking work.
Administrative control, different data handling terms, and audit visibility. Personal accounts typically carry weaker retention and training terms, cannot be centrally managed, and leave the organization with exposure it cannot see. This is usually the single most consequential difference in the whole selection.
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More from the resource library, chosen because they pair well with this one.
A task-based comparison of the major assistants, including where the difference matters and where it does not.
Ten questions to answer before the purchase order, eight questions for the vendor, and four honest options including doing nothing.
The security questions to put to a vendor before connecting anything to your systems.
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