Nothing here has been measured yet.

What has not been measured.

• No energy efficiency figure exists. Atarla has not measured energy use against any alternative, and will not publish an efficiency claim until it does.
• No cost savings or ROI figure exists for the one early customer relationship informing product learning, or for anyone else.
• No count of businesses served, jobs supported, or communities reached exists. There is one early, unnamed customer relationship, and it is not a sample size.
• No third party has measured, audited, or verified any impact claim about Atarla.

What Atarla intends to be accountable for.

Whether a small business owner who adopts Atarla keeps more control over their own operational data than they had before, measured by what they can export, delete, or run without Atarla's involvement.

Whether the product remains usable by someone who does not speak fluent English, measured by which languages are actually supported in the interface people use, not the ones planned.

Whether local, on-device workloads use less energy than an equivalent cloud round trip for the same task, measured with a documented method and a stated comparison basis, once there is a stable enough workload to measure fairly.

Whether the one early customer relationship, and any that follow, would say Atarla helped rather than added a new dependency. That answer will be reported as the founder's account of what the customer said, not as an independent survey, unless one is actually commissioned.

How this will be published, if it happens.

Any future impact figure on this site will carry a method, a date, and a stated comparison basis, following the same evidence discipline described on the Trust page. Until a figure meets that bar, it will not appear here, in a press release, or in a pitch.