AI & voice systems / AI applications and voice workflows
AI applications and voice systems for your workflow.
We develop custom AI and voice solutions around a specific workflow. That includes AI-assisted applications, knowledge access and call-centre processes connected to the systems a team uses.
Define the task before choosing the model
We start with what the system should do, the information it can access and the actions it may take. A useful AI workflow has a clear boundary and a way to check its output. We assess data permissions, language needs and the consequences of an incorrect response before choosing an approach.
- Knowledge and document workflows
- AI-assisted business applications
- Process automation and system integration
- Evaluation against representative tasks
Design a voice workflow with a handoff
A voice or AI call-centre solution needs more than a conversation. We consider the caller journey, access to CRM information, escalation to a person and what happens when the system cannot complete a task. Telephony providers, recording policies and privacy requirements are confirmed as part of the project scope.
Measure behaviour in a controlled pilot
We agree the tasks and test cases for a pilot, then examine answer quality, action accuracy, latency and operating cost. We do not assume that a model can make every decision autonomously. The pilot helps determine where AI adds value and where a deterministic workflow or a person remains necessary.
Your questions, answered.
Can an AI voice system connect to our CRM?
That is a possible integration scope. Access permissions, supported actions, telephony and handoff behaviour need to be agreed and tested.
Will the system always answer correctly?
No model is assumed to be infallible. We define evaluation tasks, fallback behaviour and human escalation around the business risk.
Can you build a focused pilot first?
Yes. A pilot can evaluate a bounded workflow before a wider implementation is agreed.