Managed AI & Ongoing Support
Your information changes. Connected systems evolve. New questions appear. Voxd provides the ongoing attention that helps agents, automations and AI applications remain useful as the business around them moves on.
The opportunity
Launching an AI system is a milestone, but it does not remove the need for care. A useful answer can become outdated, a connection can stop working and a change in usage can alter cost or performance. Without ownership, these issues tend to reach someone already busy with another job.
We help you establish a practical operating arrangement for the systems you depend on. That can include monitoring, incident investigation, knowledge updates, evaluation and a prioritised improvement backlog. The scope and response expectations are agreed around the system’s role and your team’s needs.
Establish visibility into errors, integration health and service behaviour. Give your team a clear route for reporting problems and understanding what happens next.
What we deliver
Maintain approved information, investigate difficult conversations and review answer quality, escalation routes and connected actions.
Monitor the movement of work between systems, address failures and adapt integrations when a supplier or business process changes.
Agree an operating plan for the application and its dependencies, including updates, evaluations and infrastructure care where these are in scope.
Why Voxd
A problem may sit in an instruction, a knowledge source, an API or the application around the model. Voxd’s work spans these layers, from connected customer agents to bespoke software and operational workflows.
We can investigate the whole journey and implement improvements within the agreed scope. You get continuity between understanding the business purpose and maintaining the technology, with clear expectations about what is covered and what needs a separate project.
How we work
We assess the system, dependencies, access and existing documentation. We identify any work required before ongoing support can begin.
We define coverage, priorities, response expectations and the split between maintenance, incidents and new development.
We set up appropriate monitoring and quality checks, with a baseline that makes changes in performance easier to investigate.
We handle agreed support work and review the evidence with you. Tested changes and a prioritised backlog keep improvement deliberate.
Before you get started
Potentially. We first review the architecture, access, dependencies and documentation to establish whether we can responsibly take it on and what preparation is needed.
Coverage and response times are agreed for each engagement. We establish the level you need and whether it can be provided before committing to a support arrangement.
It can include an agreed improvement allowance or backlog. Larger changes may be scoped separately so maintenance responsibilities and project work remain clear.
Tell us what is live, who currently looks after it and where you need help. We will work with you to define a suitable support arrangement.
Use representative questions and tasks to check whether the system still performs as intended. Review knowledge, instructions and changes with evidence.
Look at recurring failures, unanswered questions and operating costs. Prioritise work that makes the service more useful instead of changing things without a baseline.