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Integrations and Connectors

Enterprise integration strength is not measured by the number of connected systems, but by controlled access and the ability to sit inside real workflows. This page summarizes how our models communicate with the outside world.

01Integration Surfaces

BriqMind can connect to different types of sources to turn data into meaningful business context, regardless of where that data lives.

Structured Data

The most critical surface for databases, table-based queries, and reporting flows.

PostgreSQLMySQLSQL ServerOracleVector DB

Knowledge Sources

File archives, wikis, and document spaces form the core of knowledge-access scenarios.

SharePointConfluenceGoogle DrivePDF / CSV

Operational Systems

Systems such as ERP, CRM, and ticketing form the operations layer that lets Birk sit directly inside workflows.

JiraSalesforceZendeskServiceNow

Security & Ops

The monitoring layer that meets enterprise teams' expectations for control, visibility, and auditability.

SIEM (Splunk etc.)SyslogDatadogPagerDuty

02Control and Security Zones

A connector is not only an adapter that pulls data. Under enterprise standards, every connection must pass through strict security and visibility zones.

Access Zone

Which systems does the connector access, with which role, and within which scope? If this layer is unclear, trust disappears.

Flow Zone

In which workflow is connected data used? Is it read-only, or does it also produce write actions?

Observability Zone

Which connector was activated when, and where is the audit trail stored? This visibility is required for enterprise approval.

03Connector Map

A good integration architecture does not only pull data into the system; it reads first, establishes context, and produces controlled action. Each agent operates only within the layers it is authorized to use.

Read Layer

Document search
Knowledge-base query
SQL table read
Record-history listing

Reasoning Layer

Multi-context merge
Decision prep / summary
Exception / anomaly detection
Report interpretation

Action Layer

Create ticket
Trigger webhook
Action after approval
Status update (Write)

04Go-Live (Prod-Ready) Criteria

Authorization Model

Connector roles, scopes, and environments (Prod/Dev) must be restricted.

Error Behavior

Timeout, retry, circuit breaker, and graceful degradation must be clearly defined.

Audit Trail

Usage time, triggering agent, and affected-data logs must be visible.

Data Minimization

Unnecessary indexing must be avoided; only the required scope should be transferred.