Ongoing AI Development & Support
AI moves fast. We keep your AI products healthy, keep shipping new wins, and coach your team to own it — so you stay ahead of the curve instead of falling behind it.
"AI isn't a project you finish. It's a capability you keep sharpening — or it quietly goes stale."
— Andrew Ward, Founder, Scorchsoft
Keep it healthy
Proactive health checks and SLAs
Live software needs looking after. We run regular health checks, monitor your systems, and back it with response-time SLAs — so small issues are caught before they become outages.
Monitoring and rapid response
We watch the things that matter — uptime, errors, cost and model behaviour — and step in fast when something drifts. Your AI stays reliable, secure and within budget.
Keep it moving
A team driving your roadmap
Our Momentum service is a dedicated, retained team delivering your roadmap month after month — continuous, planned development rather than start-stop projects. You get steady progress from a partner who knows your product inside out.
We spot and ship new AI opportunities
We don't just maintain — we look across your business for the next AI win, propose it, and build it. As the tools and your needs change, your product keeps getting smarter.
Keep your team in control
Coaching and capability-building
We help your own people understand and own the AI we build — so it becomes a capability inside your business, not a black box you depend on us for.
Governance that scales with you
As your AI does more, the stakes rise. We keep the guardrails, audit trails and review processes in step with your growth, so you can expand with confidence.
Let's keep your AI healthy
Tell us what you're running and where it's struggling. We'll review it and come back with a support plan and a realistic roadmap.
Ongoing AI Support: Frequently Asked Questions
Proactive health checks, monitoring, security and response-time SLAs, plus a pool of time for fixes and small improvements. It's the foundation layer that keeps a live AI product healthy.
Support keeps the lights on. Momentum is a dedicated development team continuously building your roadmap and shipping new AI features. Most growing products want both.
Support starts small. A retained Momentum development team only makes sense from around £4,000/month — below that, the planning overhead eats the value, and we'd honestly recommend project work instead.
Usually, yes. We start with a short onboarding review to understand the codebase and the risks, then take it on with a clear plan.
Yes — we can size, host and monitor the environment, or work alongside your existing IT provider or MSP. We're happy to own the application layer and leave the wider IT estate with them.
Often, yes. Tell us what you've got and where it hurts, and we'll scope a sensible way to take it on. Get a free quote to start.
Building for teams across healthcare, logistics, motorsport and manufacturing
What Our Clients Say
Scorchsoft helped us take our idea for an app and make it a reality. Everything from the planning meeting to decide what we really needed to the project management and execution was great. It was delivered on time - early in fact - and on budget. Highly recommend.
Rebecca PalserDragonfly IntelligenceScorchsoft is a brilliant company with fantastic knowledge of the mobile app industry. From the project management to the development team, they have been the perfect candidate for our project, and we can't thank them enough!
Lance ChorltonGapped OnlineWe're really pleased with the work Scorchsoft has done in developing our web portal! They have been accurate with timelines and budget, delivering a solid product that allows us to monitor and manage patients remotely while they use our novel medical device at-home. The "plan - design - build" approach has worked well and saved us time in the long-run by catching requirements and issues early.
Daniel GreenSensTrainI'm really pleased with how my app came out, it was exactly what I was looking for. The team at Scorchsoft are great at what they do and made the whole process as simple and easy as possible. Being someone who is not very tech savvy the set up and back end operations were done in a great easy to use manner even for myself which makes using my app stress free. Thanks to all the team!
Ruben CarrollMosaic MasterpiecesThe new Flourish Education website has already removed a lot of manual processes, freeing up both schools, candidates and internal employees time. We are delighted with the look and feel which is clean, professional and more engaging. We are also pleased with the decision to have an HD video background on the homepage, and building immediate trust with our clients by giving them a taste of what it looks like in the Flourish Education offices.
James HancocksMarketing Manager, Flourish Education I can't believe how quickly we started to see results with this project. Scorchsoft provided us with graphic-designed mockups of how the app would look once built, and we were able to sell the product for use by our first customer before the product was finished. Since launching in March, we have secured a major television network as a client who now uses Image Approvals to manage the talent approval process for their productions.
Aimee SpinksMD, ImageApprovals.com
Need help building your ideas?
Tell us where you're headed and we'll come back with our thoughts, a realistic plan and a rough cost estimate. Scorchsoft is a UK-based team of app, portal and AI developers, working in-house from Birmingham's Jewellery Quarter.