Adam AI vs ChatGPT Enterprise
ChatGPT Enterprise gives every employee a powerful assistant in a browser tab. Adam AI gives the business a team of agents that does the work across its systems, on hardware it owns, with the controls a board expects. Many clients keep both.
Ownership
Runs on hardware you own, data never leaves the building
Positional agents
Every agent holds one role with bounded access. No master agent, small blast radius
Control plane included
Registry, identity, budgets, guardrails and traces in the platform licence
Guaranteed results
It works in 90 days or you don’t pay
| What matters | Adam AI | ChatGPT Enterprise |
|---|---|---|
| Does the work, not just answers | ✓ Agents chase, reconcile, report and update systems around the clock | ◑ Answers and drafts for the person asking; agents and custom GPTs need building and babysitting |
| Works inside your systems | ✓ CRM, finance, Microsoft 365, web, phones and line-of-business apps via 1 million+ APIs and 20,000+ MCP servers | ◑ Connectors and actions to common SaaS tools; deep integration is a project |
| Data stays in your building | ✓ Models, memory and logs on your own hardware or in your own cloud tenancy | ✗ Processed in OpenAI’s cloud under enterprise terms |
| Price that does not scale with headcount | ✓ Platform licence per deployment, unlimited human users, banded by agents | ✗ Per seat per month, typically with a minimum seat count |
| Results guarantee | ✓ It works in 90 days or you don’t pay | ✗ Licence only, no outcome commitment |
| Owner, budget and stop button per agent | ✓ Agent Registry: owner, risk tier, access class, budget, pause, quarantine | ◑ Workspace admin controls, usage analytics and GPT approvals |
| Time to first working agent | ✓ Readiness in a week, first agent running at the end of it | ✓ Minutes for the assistant; weeks for a dependable custom agent |
| Learns how your business actually works | ✓ Wingman observes real work and maps processes before anything is built | ✗ Knows what it is told and what it is given |
| What matters | Adam AI | ChatGPT Enterprise |
|---|---|---|
| Hosting | ✓ On-premises box, or private GPU in your Azure, AWS or Google tenancy | ✗ OpenAI cloud only |
| Model choice | ✓ Open models locally, Claude or others per agent, no lock-in | ✗ OpenAI models |
| Agent architecture | ✓ Positional agents, one role each, bounded access, no master agent | ◑ Assistant plus custom GPTs and agent mode acting as the signed-in user |
| Integration surface | ✓ Integration broker with single-job credentials | ✓ Connectors, actions and an API platform |
| Skills library | ✓ 1,000+ deployable skills | ◑ GPT store and shared prompts |
| Identity and credentials | ✓ Short-lived single-job credentials per action from the vault | ✓ SSO and SCIM for users; connector OAuth per person |
| Audit trail | ✓ Every action logged to an owner with cost | ✓ Compliance API and admin logs |
| Compliance posture | ✓ Designed for GDPR and regulated industries; UK data residency by default | ✓ SOC 2, no training on business data, data residency options |
| Portability | ✓ The second brain is plain data in your graph; move models, boxes or clouds | ✗ Conversations, GPTs and memory stay in the OpenAI workspace |
Four reasons companies pick Adam AI over ChatGPT Enterprise
Agents, not an assistant
ChatGPT helps the person at the keyboard. Adam AI puts agents in positions on your org chart that do the work whether or not anyone is at a keyboard.
Pay for agents, not seats
Unlimited human users on every band. Your bill tracks the agents you run, not the staff you employ.
Own the stack
Hardware, models, memory and the knowledge graph are yours. Nothing is rented, nothing phones home.
Guaranteed outcome
Readiness ends with the first agent running and the first 90 days are guaranteed. ChatGPT Enterprise is a licence.
Straight answers
Do we have to choose between ChatGPT and Adam AI?
No. Many clients keep ChatGPT for personal drafting and research and use Adam AI for the work that runs the business. Adam agents can even call OpenAI models where a client wants that, under the same controls.
Is our data safer with Adam AI?
It never leaves your building. Local models process everything on your own hardware; where a frontier model is used as orchestrator, training is off, retention is short and we put it in writing. Wingman also shows you what staff are already pasting into public AI tools today.
What does Adam AI cost compared with ChatGPT Enterprise?
A Band 3 licence is £96,000 a year for up to 200 active agents and unlimited users. ChatGPT Enterprise is priced per seat, so 300 staff is a six-figure annual bill for the assistant alone.
Can staff still build their own things?
Yes, more safely. My Builds lets anyone log an idea; the analyst asks questions, proposes from existing agents and skills, and nothing goes live without a shadow run and approvals.
We mark ChatGPT Enterprise with a tick wherever it does the job. Details come from public documentation and pricing as of October 2026; if something has changed, tell us and we will correct it. ChatGPT Enterprise is an excellent personal assistant and we recommend it for that use.
Stop renting intelligence. Own it.
Readiness in a week, first agents in 90 days, guaranteed.