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AI in systems you already run

For established teams: copilots, document automation and search across the apps and databases you have today, without moving your data somewhere new.

  • Your dataStays in your cloud and region
  • Model providersDirect, through your cloud, or self-hosted
  • Every requestLogged for audit
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How it fits what you run

The AI features sit inside your cloud and reach your systems through the access you already control.

  1. Copilots

    Help inside your internal tools: summaries, drafts and answers next to the record being worked on.

  2. Document automation

    Invoices, forms and contracts read into your systems, with uncertain fields flagged for a person.

  3. Search across systems

    One question answered from several places at once, with links back to each source.

Built to pass your review

For security, legal and IT, before anything goes live.

  • Data locationYour cloud account and region
  • Sign-inYour SSO and permissions
  • AuditEvery request and answer logged
  • RolloutBehind feature switches, team by team
How we handle your data

Questions from established teams

Usually from IT, security or operations.

Do we have to move our data?

No. We connect to where it lives, and the AI features run in your cloud account if you need them to.

Can we use the model provider we already approved?

Yes, including models offered through your cloud provider, or open models on your own servers.

How do we roll it out safely?

Behind feature switches, to one team first, with the eval numbers checked before each wider step.

Will you complete our vendor review?

Yes. We answer your security questionnaire as part of the set-up, before any data is shared.

See it built

A client project of this kind, anonymised under NDA: the architecture, the trade-offs and the results measured at launch.