OpenAI
ChatGPT Enterprise
A workplace AI assistant that helps staff write, research, and analyze data, kept private and never used to train the model.
A chat app that gives one subscription access to many AI models at once, but with limited business admin features.
Poe is a chat app from Quora that gives users access to multiple AI models under one subscription. People use it to compare answers, generate media, and build custom bots. Poe’s purchase documentation describes shared subscriptions with invited members. That does not establish a separate enterprise product or a full set of business administration controls. Confirm the current subscription, data terms, and available controls before using it for company work.
Poe can help individuals or small teams compare model outputs for research and drafting. Start with a limited evaluation using information appropriate for the service. Check current subscription pricing directly with Poe; a separate sales-quoted Business tier and starting price have not been verified. Shared members use the same points pool, so review how usage is managed. Confirm access controls, data handling, and audit requirements before considering a wider rollout.
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $14.2K | $22.9K | $37.5K |
| Three-year total | $27.3K | $42.2K | $67.2K |
| First-year cost per unit | $712 | $1.1K | $1.9K |
| Average annual cost per unit (over three years) | $454 | $704 | $1.1K |
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $825 | $1.1K | $1.5K |
| Implementation | $3.3K | $5.5K | $9.4K |
| Integration | $2.5K | $4.5K | $8.1K |
| Staff time and change management | $2.5K | $3.5K | $4.9K |
| Security | $2K | $2.8K | $4.2K |
| Administration | $1.7K | $2.2K | $3K |
| Support | $900 | $1.2K | $1.6K |
Estimate assumptions: Based on 20 enabled users. This is a planning allowance, not verified product pricing. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Define what success looks like for a test of Poe for Business and assign someone to lead it.
Once the requirements above are met, compare a small trial with how your team works today.
Track adoption, output quality, business results, and actual costs against the estimate.
Use the results to decide whether to stop, adjust, or expand the pilot.
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
OpenAI
A workplace AI assistant that helps staff write, research, and analyze data, kept private and never used to train the model.
Anthropic
A workplace AI assistant that reads very long documents and helps staff write, code, and analyze, run under company controls.
An AI helper built into Gmail, Docs, Sheets, and Meet, now included in Google Workspace business plans rather than sold separately.
An AI helper built into Word, Excel, Outlook, and Teams that drafts, summarizes, and answers questions inside the apps you already use.
Where to check the product, price, security, and support.
Recorded score and category rank across research updates.
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