AI suggestions

The AI proposes.
You decide.

Most AI either chats beside your work or changes it behind your back. NessisOne does neither. The AI fills in your forms as suggestions, shows you why, and nothing is saved until a person accepts it.

Try the demo
Try it

Accept, reject,
or take them all

A compliance analyst asked the assistant to fill in this control. Each suggestion waits on its field until you decide.

Assistant
Set the owner, check the review frequency against our access policy, and draft a remediation plan.
I have proposed 3 values on the form. Nothing is saved until you accept them.
3 suggestions waiting
SuggestedPriya Shah, IT Security Lead
Priya owns the identity system named in this control's scope. Confidence 86%.
SuggestedQuarterly
Your access policy, section 4.2, requires quarterly reviews for administrator accounts. Confidence 94%.
SuggestedExport administrator accounts each quarter, have every manager confirm their team's access by the 15th, and remove unconfirmed accounts within five business days.
Drafted from the control objective and your last two audit findings. Confidence 78%.
How it works

Built so the AI
can never just change things

A proposal, never a change

A suggestion sits beside the real value. It does not touch your data or run validation, and the field stays locked until someone decides. Accepting and rejecting are human actions only: there is no auto-accept, and the AI has no way to approve its own suggestion.

Human-only decisions No auto-accept

It shows its reasons

Each suggestion says why it was made, which model and agent made it, how confident it is, and where the information came from.

One at a time or all at once

Decide field by field, or use the bar at the top to accept or reject everything waiting on the record you are viewing.

Nothing gets lost

A suggestion for a collapsed section or a background tab waits there and appears when you open it. Close the tab and you still see what was left undecided.

It never guesses

A value that does not fit the field is refused out loud instead of being bent to fit. Read-only and unknown fields are reported back to the AI, never filled in.

Your look, your call

Four ways to show
a suggestion

Pick the style that suits each screen, or restyle them all to match your brand.

AnnuallyQuarterly

Split overlay

The current and suggested values side by side.

Annually Quarterly

Pill

A compact chip inside the field.

Quarterly

Buttons

Accept and reject right on the field.

Quarterly

Ghost text

Like autocomplete: Tab to accept, Escape to reject.

For developers

Wrap a form, and the AI can help fill it

Put a screen inside <AiContext> and the assistant can see the form you are working on and propose values for it. Any input built on the suggestible contract gets the halo, the reasons and the accept and reject controls for free. Text fields and text areas are fully covered today, with more input types following.

Off until you allow it
Sharing a screen's data with the assistant is switched off by default. An administrator turns it on, and can allow reading without allowing suggestions.
One contract for every input
The same interface backs every suggestible input, so new controls join the experience without new plumbing.
Try it in DevTools
The AI Inputs Playground and AI Context Demo let your team try every input style before shipping.
Get in touch

See your own forms
fill themselves in

Show us a form your team fills in by hand every week. We will show you the assistant proposing the values, and your people deciding.

Request a demo Talk to the team