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Equaliser vs AI automation platforms
The autonomous-AI class (the Pixis and Albert style of pitch, and the newer bulk-automation tools) sells a simple promise: hand over the keys and the AI runs your campaigns. Some teams want that. We built the opposite, on purpose: a platform that does strategist-grade analysis at machine scale and hands the decision to a human who stays accountable for it.
| Automation platforms | Equaliser |
|---|
| Philosophy | Replace the work: the AI changes bids, budgets and campaigns for you, at bulk. | Empower the strategist: agents analyse, recommend and prepare; you decide. The user is the pilot. |
| Account access | Write access to your ad accounts is the product. You are trusting an opaque system with spend. | Equaliser connects with read-only scopes and does not execute changes on your ad accounts. If per-action execution ships in the future, every action will require explicit human approval, under scopes you grant at that point and can revoke. |
| When the AI is wrong | A wrong bulk change is live in your account before anyone reviews it. | A wrong recommendation is a graded miss on the record, and the agent that made it gets corrected. Nothing moved without you. |
| Explainability | Black-box optimisation by design: the change happens, and auditing why is rarely possible. | Every recommendation carries its evidence, its projection, and later its grade. Your corrections become standing guidance the agents follow, visible in the product and revocable. |
| Accuracy governance | Accuracy is asserted, not measured against a stated projection. | The receipts loop grades every executed change against its projection, and the grade goes to you and your client either way. |
| Who gets smarter | The vendor’s model. The reasoning behind each change stays inside it. | Your team. Equaliser shows its working, so your team compounds account knowledge with every recommendation, and the strategist stays the strategist. |
Fair note: if you have no strategist and want none, full automation may suit you. Equaliser is for brands and agencies where a human owns the account and wants stronger evidence behind every decision.