Supporting
Deployment isn't the end of the project — it's the beginning of the system's useful life. I provide ongoing support to keep your AI systems running reliably, adapting to change, and getting better over time.
Why ongoing support matters
AI systems aren't "set and forget." Models improve, APIs change, your business evolves, and usage patterns reveal new opportunities. Without active maintenance, even well-built systems degrade over time.
I treat support as a core part of what I offer — not an afterthought or upsell. The goal is systems that keep delivering value long after the initial build.
What support includes
Support engagements are tailored to your needs, but typically cover some combination of these areas.
Production Monitoring
I monitor your systems for errors, performance degradation, and unexpected behaviour. Issues get caught and resolved before they affect your operations.
Performance Optimisation
As usage data accumulates, I identify opportunities to make systems faster, more accurate, and more cost-efficient. Real-world performance always reveals room for improvement.
Prompt Refinement
AI outputs improve with tuning. I refine system prompts, adjust model parameters, and update instructions based on production results — an ongoing process, not a one-time setup.
Model Updates
The AI landscape moves fast. When better models become available or pricing changes, I evaluate whether upgrading or switching models would benefit your systems.
Integration Maintenance
APIs change, services update, and third-party platforms evolve. I keep your integrations working as the ecosystem around them shifts — so things don't break silently.
Scaling Adjustments
As your usage grows or your needs change, I adjust system capacity, optimise resource allocation, and ensure your infrastructure keeps pace with demand.
Growing with your business
Support isn't just about keeping things running — it's about identifying what comes next.
New Feature Development
As your team uses the systems, new needs emerge. I develop additional features and capabilities incrementally, building on the existing foundation.
Regular Review Sessions
Periodic reviews to assess system performance, discuss new opportunities, and plan next steps. These sessions often surface high-value improvements that aren't obvious day-to-day.
Identifying New Opportunities
Working closely with your systems gives me visibility into where AI can add more value. I proactively suggest new automations and improvements as they become viable.
The output of ongoing support is simple: systems that keep getting better over time. Not just maintained — actively improved, adapted, and expanded as your business grows and AI capabilities advance.
Need support for existing AI systems?
Whether I built them or someone else did, I can help keep your AI systems running well and improving over time.