AI Customer Assistant
Answer common questions from approved information and route complex requests to your team.
Answer common questions from approved information and route complex requests to your team.
Help staff find internal policies, product information and procedures using retrieval from trusted sources.
Help organise enquiries, prepare draft responses and support follow-up, with human approval.
Extract and classify information from documents, with validation before it enters business systems.
Connect business events to actions across your systems, with logs and exception handling.
Summarise relevant events and route alerts to the right people, using agreed thresholds.
We define the approved data sources, access permissions, review points and escalation paths. Assistants should disclose limitations, avoid taking unauthorised actions and hand uncertain requests to people. Pilot a specific workflow before expanding.
Connect assistants to approved business knowledge, CRM or order data. Use automation to route requests, update systems through controlled actions and notify your team.
Explore integrated solutionsTell us what you use today, what is causing friction and who is affected. We’ll review the dependencies and suggest a focused scope before selecting tools or estimating the implementation.
For businesses in Lebanon, we can discuss local operational needs and on-site requirements. Remote work and infrastructure arrangements are agreed around the project.
Our approach
Review goals, current systems and practical constraints.
Agree architecture, responsibilities and useful outcomes.
Implement, test workflows and prepare your team.
Document ownership, maintenance and support needs.
Tell us where your business is today. We’ll help you identify the next useful step.