AI integration with critical systems and telephony

When your company needs this

The process AI must support already runs in a service application, a desktop system or a telephone platform. That system holds rules, history and integrations that must keep working during the change.

The consulting work identifies integration points and plans a staged deployment. The new capability connects to the existing process through defined contracts.

Implementation experience

• C++/Qt applications connected to SIP telephony with call state and handling in the operator interface.
• Asterisk integration through its management interface with events, command queues and reconnection.
• Web services connected to existing database procedures with explicit parameters and source identifiers.
• Pending request reconciliation and state publication with a cursor. Progress is confirmed after publication.
• Signed messages between services with body and timestamp checks. External operations with an uncertain result are kept separate from failures that allow a retry.

What your team can engage me for

• A review of contracts, dependencies and failure points before AI integration.
• Adapters, APIs and events to connect an existing process to text or speech models.
• A deployment, reconciliation and rollback plan with continuity criteria for the team.

How to define the scope

Each integration has its own confirmation rule. A dropped connection does not establish whether an external action occurred. I work with the team to define when to check state, retry or require review.

The proposal accounts for system access, change windows and supplier dependencies. The current environment and real workload guide deployment.