Custom AI Agent Development.
Agents built on Claude that handle defined tasks end to end, grounded in your data and shipped to production.
We design, build and ship custom Claude agents that do real work inside your data, your CRM and your internal tools. Claude is only as good as the data it can reach, so that is where we start. Real software engineering, fixed price.
AI doesn't build, integrate or adopt itself, and off-the-shelf seats only get you so far. We are a software engineering firm that specialises in Anthropic's Claude, and a HubSpot Diamond partner: we engineer Claude into your business properly, whatever you run today.
You bought ChatGPT or Copilot seats. A few people tried them. Most haven't logged in since the first week.
Custom Claude agents wired into your workflows, handling defined tasks end to end. People use them because they genuinely help.
Your team is pasting company data into personal AI accounts. You have no idea what's going where.
Claude for Work deployed with a governance framework, usage policies and security configuration that protect your data while the team moves fast.
Generic models guess at your products, customers and processes. The answers sound plausible and need heavy editing.
Claude connected to your systems and knowledge base, so its answers are accurate, specific and usable.
A promising proof of concept stuck on someone's laptop. No path to production, no monitoring, no owner.
Built, tested and shipped to production by our in-house Claude-specialist engineers, with monitoring and a proper handover. Supported and improved over time.
You bought ChatGPT or Copilot seats. A few people tried them. Most haven't logged in since the first week.
Custom Claude agents wired into your workflows, handling defined tasks end to end. People use them because they genuinely help.
Your team is pasting company data into personal AI accounts. You have no idea what's going where.
Claude for Work deployed with a governance framework, usage policies and security configuration that protect your data while the team moves fast.
Generic models guess at your products, customers and processes. The answers sound plausible and need heavy editing.
Claude connected to your systems and knowledge base, so its answers are accurate, specific and usable.
A promising proof of concept stuck on someone's laptop. No path to production, no monitoring, no owner.
Built, tested and shipped to production by our in-house Claude-specialist engineers, with monitoring and a proper handover. Supported and improved over time.
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AI implementation is design, engineering, integration, governance and adoption, done properly by engineers who build for production. SpotDev provides AI agent development services to UK companies from around £3m in revenue upwards. We work with the systems you already run, and where data is scattered across spreadsheets and disconnected tools, sorting that out is the first job, because Claude can only be as good as the data it can reach.
Agents built on Claude that handle defined tasks end to end, grounded in your data and shipped to production.
Claude for Work deployed across your team with security, SSO and sensible usage policies.
Your data made clean, structured and retrievable, so AI has the context it needs.
AI connected to your CRM, data sources and internal tools, able to see context and take action.
Policies, access controls and compliance documentation that let you adopt AI without losing sleep.
Role-specific training and ongoing support, because tools only pay back when people use them.
We map your systems and pin down the problems worth solving. No generic implementations.
Our engineers design and build the agent or rollout, with the data foundations and controls it needs.
We ship to production with monitoring in place and train your team, role by role.
We track usage, gather feedback and keep improving the AI as your needs evolve.
Every agent we build is scoped to a real job. These are the patterns we deliver most often.
Agents that draft outreach, summarise accounts and surface the right context from your CRM. We built an AI order-entry agent for a UK builders' merchant that reads incoming orders and writes them straight into their CRM, replacing a planned offshore hire.
Agents that handle routine enquiries and route the complex ones to a human. We build tier-1 support agents that answer from your own documentation, around the clock.
Agents that take on repetitive back-office work. We build agents that draft the reports, lookups and documents your team currently produces by hand.
Buying Claude seats is the easy part. We bring the same structured training method we use for HubSpot to your AI rollout, so capability spreads across the team and the investment shows up in real, daily work.
Short, hands-on sessions with practice gaps between them, so Claude skills embed into real work instead of fading after a one-off workshop.
We bring everyone to at least conscious competence and turn your quickest adopters into internal champions, so capability spreads rather than stalling with a handful of power users.
A before-and-after competence survey shows how confidence and usage actually moved, so you can see the return on your Claude investment rather than guess at it.
People learn what to delegate to Claude, what to check, and where the guardrails sit, so adoption is safe as well as fast.
Most clients start here, with a fixed-scope diagnostic, before committing to a delivery project.
A fixed-scope diagnostic that finds the best AI opportunities in your business and tells you exactly what to build and why, before you commit to delivery.
We've delivered 300+ HubSpot implementations as a firm, and we specialise in Anthropic's Claude for AI work. Technology only delivers value when people use it, so adoption is built into everything we ship.
Agents and integrations designed, tested and shipped by our own engineers. Nothing is subcontracted.
Transformation projects shipped for B2B teams across the UK and beyond.
We've gone deep on Anthropic's Claude rather than dabbling across every model, so you get engineers who know it inside out.
Yes. We are a UK HubSpot Diamond partner and a software engineering firm, so we build Claude agents that are deeply integrated with your HubSpot CRM, data and workflows, and with the other systems around it. The AI does real work inside the tools your team already uses.
<p>Yes. Plenty of the Claude work we do starts with whatever a business already runs: spreadsheets, a legacy database, an ERP, or a CRM we did not build. Claude is only as useful as the data it can reach, so the first job is usually getting that data clean, structured and connected. If it turns out you need a proper CRM to get real value from Claude, we will tell you, and we can help you put one in. That is a conclusion we reach together, not a condition of working with us.</p>
An AI Foundations rollout can be live in 2, 3 weeks. A custom agent typically takes 4, 8 weeks depending on integration complexity. Full AI Transformation runs 8, 12 weeks or more. We focus on shipping something useful quickly, then expanding.
Start with our AI & Data Readiness Assessment (£5,000). It evaluates your systems and data, identifies the best agent and rollout opportunities, and recommends the right approach. You'll know exactly what to build and why before committing to delivery.
A custom agent is software we build to handle a defined task end to end, such as triaging support enquiries, drafting sales outreach or running an internal research workflow. It's grounded in your data, connected to your systems and able to take action, not just answer questions.
An enterprise LLM rollout gives your whole team a safe, governed assistant for everyday work. A custom agent automates a specific, repeatable process that off-the-shelf tools can't handle. Most clients start with a rollout, then build custom agents for the high-value workflows worth automating.
We specialise in Anthropic's Claude. For agentic work, reasoning and long-context tasks it is the model we trust most, and Anthropic's safety and governance posture matches how we think about deploying AI responsibly. Rather than spread ourselves thin across every model, we have gone deep on Claude, so you get engineers who know it inside out. If your business has already standardised on Microsoft Copilot or ChatGPT Enterprise we can still help, but Claude is our default and where our expertise runs deepest.
Governance is part of every engagement. We establish acceptable use policies, data classification rules and security controls, and we build agents with least-privilege access. Enterprise-grade AI has robust data protection, but only when it's configured and integrated correctly.
That's one of the biggest risks we help you avoid. Ungoverned AI means people use personal accounts and paste sensitive data into consumer products. Proper implementation brings AI into the open with the right controls, while giving people better tools than the ones they were sneaking around with.
Yes. We build for production with proper integration, testing, monitoring and documentation, and we hand over cleanly. You can run it yourself or keep us on an optimisation retainer to maintain, tune and expand it as your needs change.
SpotDev is an independent software engineering firm. We are not an Anthropic reseller and we do not sell Claude licences: you buy Claude directly from Anthropic. What we provide is the engineering: our Claude-specialist engineers design, build and integrate Claude-based AI agents with your HubSpot CRM, on fixed-scope terms. Our credentials are our own: HubSpot Diamond partner, Cyber Essentials Plus, and a 5.0 rating across 38 reviews.
Get Claude deployed properly and your team actually using it.
A custom Claude agent designed, built and deployed to production, integrated with your systems and governed properly.
Multiple Claude agents, an organisation-wide rollout and six months of optimisation support included.
Resources to get your team fluent with AI:
Claude training: how to get your team fluent · AI literacy: getting your team genuinely competent ·
The complete guide to Claude AI agents for business
Already running HubSpot? See HubSpot AI implementation: Breeze, Agent Hub and custom Claude.
SpotDev is an independent consultancy and is not affiliated with or endorsed by Anthropic.
Claude is a trademark of Anthropic, PBC.