CALEDAPT · BESPOKE AI IMPLEMENTATION

AI Integration for Existing Systems

Caledapt integrates AI into the systems a business already runs — data, workflows, mailboxes, CRMs and APIs — with governance, access control and human oversight.

AI Integration ServicesHuman oversightRemote worldwide

What integration covers

AI only creates value when it connects to real work. Integration covers reading and writing business data, calling internal APIs, retrieving documents, drafting into existing tools and keeping permissions under control.

Start with the data you already trust

Implementations begin with documented, current sources and clear ownership, not with a blank slate. The AI Readiness Check surfaces gaps before build.

Governance and access control

Access is least-privilege and revocable. Consequential actions require approval. Personal data is handled under UK GDPR, with data-protection documentation available.

Human-in-the-loop

Integration is designed so people keep control of judgement calls, customer-facing commitments, money, records and deletions.

Testing and monitoring

Integration paths are tested against real data and edge cases. Monitoring covers latency, errors, permissions and outputs.

On-premises or hosted

Deployment choices follow the data and the duty of care.

Worldwide delivery

Remote delivery worldwide from Perth, Scotland, with on-site availability across Scotland.

AI Integration for Existing Systems.

Start with a short conversation about one workflow.