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Integrations · CRM

Salesforce

Reach account, opportunity and activity data in Salesforce through natural language, so sales teams get answers without waiting for a report.

Overview

The Salesforce integration exposes CRM data to the AI layer under authorisation. Users ask questions about records they are allowed to see, aligned with CRM permissions.

Pre-meeting preparation, account summaries and follow-up suggestions are produced in one place.

How it works

  • Connection and scope: a system account is created and the readable fields and permission scope are defined.
  • Data mapping: the relevant record types are registered as tools for the AI layer.
  • Usage: teams ask questions in natural language within their own permissions and get answers with source references.

Benefits

  • Shortens the report request chain
  • Provides access without copying data
  • Deploys without replacing the existing system

Features

  • Access to accounts, contacts, opportunities and activities
  • Role-based visibility
  • Summaries and follow-up suggestions

Use cases

  • Summarising account and opportunity history
  • Generating pre-meeting briefing notes
  • Natural-language reporting on the sales pipeline

Data security is not a feature — it is a deployment decision.

In every project, access rights, data boundaries and logging are defined from the very beginning.

  • With on-premise deployment data never leaves the corporate network
  • Role-based authorisation: users only see data they are entitled to
  • KVKK-compliant data processing approach
  • Per-request logging and traceability