Learning and memory
Xevrion remembers what happened, and gets better because of it.
Xevrion keeps an ordered memory of your business, scores every forecast and recommendation against what really happened, and adjusts how far to trust itself.
14 days free No payment details No sales calls
Please could the driver ring 20 minutes before? There is no one on the gate after 11.
Remembered from this source. You can correct it or make Xevrion forget it at any time.
Any purchase over £1,000 must be approved by Jo Hart before it is placed.
Remembered from this source. You can correct it or make Xevrion forget it at any time.
Saturday Cardiff run: up to 12 pallets, £540 plus VAT.
Remembered from this source. You can correct it or make Xevrion forget it at any time.
Email is easier for me than phone, I’m in the shop all day.
Remembered from this source. You can correct it or make Xevrion forget it at any time.
How it learns
Four steps, repeated every cycle.
- 01Xevrion
Remembers what happened
Events, decisions and lessons are kept on one audited timeline, for your organisation only.
- 02Xevrion
Scores every forecast
When the real numbers arrive, each forecast is compared with them and the error measured.
- 03Xevrion
Scores every recommendation
Once acted on, its real benefit and cost are compared with what was expected.
- 04Xevrion
Adjusts, within fixed limits
How far each forecast is trusted follows its track record. Every change is recorded with its reason.
Xevrion does this stepYou approve or decideNothing leaves your business without the approvals you set.
In numbers
Error falls; trust follows.
In this example a revenue forecast starts 31% out. Each cycle it is scored and recalibrated, and the trust placed in it rises as the error comes down.
What it keeps
What Xevrion remembers, and for how long.
| Memory | What it holds | Kept | When it goes |
|---|---|---|---|
| Business memory | Events, decisions and lessons | For as long as you are a customer | Deleted when an owner completes deletion |
| Learning records | How forecasts and recommendations performed | For as long as you are a customer | Deleted with your organisation's data |
| Approved knowledge | Procedures and answers your team approved | Until it expires or is replaced | Expired items are flagged, never silently used |
| Financial records | Invoices and payments | As accounting rules require | Archived, then removed when the rules allow |
| Audit trail | Who did what, and when | Kept as evidence | A minimal record of deletion remains |
Questions
About learning and memory.
Does Xevrion learn from other companies' data?
No. Learning happens inside your organisation only. Nothing is shared between customers, and your data is not used to train AI models.
Can learning make things worse?
Adjustments are bounded: forecast trust stays between 0.25 and 1, and recommendation confidence is scaled between 0.5 and 1.2. Every change is recorded with its reason.
What happens to memory when we leave?
It is deleted with the rest of your organisation's data when an owner completes deletion. Only a minimal record that the deletion happened is kept.
One platform, seven parts
- 01Customer CareReplies to every customer email, ready for you to approve.Open
- 02Automations40 ready-made, or designed by Xevrion AI from your own words.Open
- 03SecurityA score out of 100, every finding explained, the fixes in order.Open
- 04Business mapHow your business runs, and what a change would do.Open
- 05Automated WorkRuns your repeat jobs, step by step, and asks first.Open
- 06Valuable InsightsWhere your money is heading, and what to do about it.Open
- 07Value LedgerEvery result in pounds, with the record behind it.Open
A platform that gets better with your business.
The whole platform on every plan; learning begins with the first measured result.
14 days free No payment details No sales calls