AI Implementation
From “What if?”
to “It’s working.”
You know there’s a better way to do something. Maybe your team spends too much time on repetitive tasks. Maybe your systems don’t work well together. Maybe there’s an opportunity to build something entirely new with AI, but you don’t have the engineering team to make it happen.
That’s where we come in.
Bring us the problem.
At Lampstand, we design and build technology that solves real problems. From automating everyday workflows and connecting existing systems to developing custom AI applications and intelligent agents, we take ideas from possibility to working software.
You don’t need a technical team, a detailed specification, or all the answers before you talk to us. Bring us the problem. We’ll help you figure out what to build and then build it with you.
McKinsey Global Survey, 2025
Most organisations are using AI. Few have made it work.
Across 1,993 respondents. The drop from use to a system that runs across the business is the part that usually stalls.
88%
regularly use AI in at least one business function
~33%
have begun scaling AI across the organisation
7%
have fully scaled AI across the organisation
Source: McKinsey Global Survey on the state of AI, 2025, fielded 25 June–29 July 2025. 88% report regular AI use in at least one business function. About one-third say scaling has begun, shown here as ~33%. 7% say AI is fully scaled across the organisation, from McKinsey’s chart of the same survey.
If you can describe the problem, we can help you find a solution.
Every business is different. Some need to improve what they already have. Others need to connect disconnected systems, automate work that consumes valuable time, or build something that doesn’t exist yet.
We meet you where you are, whether you’re exploring your first AI use case or ready to put a more ambitious system into production.
Our job is to understand what you’re trying to achieve, work out the right approach, and engineer a solution that fits your business.
What we build.
01
Workflow automation
Free your team from repetitive work. We design and build workflows that handle routine tasks, move information between systems, and keep processes moving with less manual effort. Where appropriate, we use AI to handle tasks that require understanding, interpretation, or more flexible decision-making.
02
AI agents
Go beyond tools that simply answer questions. We build AI agents that can work through multi-step tasks, use connected tools, and carry out defined business functions, with human approval and oversight where needed.
03
System integration
Your tools should work together. We connect your existing software, APIs, databases, and business systems so information can move where it needs to go and your team can spend less time switching between disconnected tools.
04
Custom AI applications
Sometimes the right solution doesn’t exist off the shelf. We design and develop custom applications around your business needs, bringing together AI capabilities, thoughtful product design, and solid engineering.
05
AI-powered product development
Have a product idea or an existing application you want to take further? We can help you design, build, launch, and improve software that puts AI to practical use. From an early prototype to a production-ready product, we work with you to turn your vision into something people can actually use.
06
Engineering beyond AI
Not every problem needs AI. We also build conventional software, backend systems, APIs, and integrations when that’s the better solution. Our focus is on solving the problem well, not forcing a particular technology into the picture.
Built around your business, not the other way around.
We don’t believe in one-size-fits-all solutions. We start by understanding your needs, your existing systems, your budget, and what success looks like for you.
From there, we help you determine the right approach.
01
Focused automation
Sometimes that means a focused automation that solves one frustrating problem.
02
The tools you already use
Sometimes it means integrating the tools you already use.
03
A new system
And sometimes it means building a completely new system from the ground up.
We can work with your existing team, take ownership of a defined project, or help you navigate the technical decisions when you’re not sure where to begin.
You bring the business context. We bring the engineering experience to make it happen.
We don’t stop at the idea.
A working solution involves more than writing code. It needs to fit into your existing operations, handle real-world conditions, and be usable by the people it was built for.
We work through the details, test how things behave in practice, and help take the solution into use. Where ongoing support and improvement are needed, we can continue working with you as your needs evolve.
The aim is simple: technology that works in the real world and makes a meaningful difference to how you operate.
Have something you want to build?
You don’t need to know whether the answer is an AI agent, an automated workflow, a custom application, or something else entirely. That’s part of what we can help you figure out.
Tell us what you’re trying to achieve, what’s getting in the way, or what you wish your business could do. We’ll explore the possibilities with you and help identify a practical way forward.
Let’s build something that works.