Custom AI Agent Development.
Agents built on Claude that handle defined tasks end to end, grounded in your data and shipped to production.
UK AI IMPLEMENTATION CONSULTANCY
Put Claude to work in your
business
We design, build and deploy custom AI agents and enterprise rollouts for growing UK businesses, and we specialise in Anthropic's Claude.
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The difference real engineering makes
AI doesn't build, integrate or adopt itself, and off-the-shelf seats only get you so far. We specialise in Anthropic's Claude and engineer it into your business properly.
Without SpotDev
Without proper implementation
With SpotDev
With Claude agents built for your business
Licences gathering dust.
You bought ChatGPT or Copilot seats. A few people tried them. Most haven't logged in since the first week.
Agents doing real work.
Custom Claude agents wired into your workflows, handling defined tasks end to end. People use them because they genuinely help.
Shadow AI everywhere.
Your team is pasting company data into personal AI accounts. You have no idea what's going where.
Controlled and compliant.
Claude for Work deployed with a governance framework, usage policies and security configuration that protect your data while the team moves fast.
AI that doesn't know your business.
Generic models guess at your products, customers and processes. The answers sound plausible and need heavy editing.
Grounded in your business.
Claude connected to your systems and knowledge base, so its answers are accurate, specific and usable.
Prototypes that never ship.
A promising proof of concept stuck on someone's laptop. No path to production, no monitoring, no owner.
Production-grade delivery.
Built, tested and shipped to production by our in-house Claude engineers, with monitoring and a proper handover. Supported and improved over time.
Without SpotDev
Licences gathering dust.
You bought ChatGPT or Copilot seats. A few people tried them. Most haven't logged in since the first week.
With SpotDev
Agents doing real work.
Custom Claude agents wired into your workflows, handling defined tasks end to end. People use them because they genuinely help.
Without SpotDev
Shadow AI everywhere.
Your team is pasting company data into personal AI accounts. You have no idea what's going where.
With SpotDev
Controlled and compliant.
Claude for Work deployed with a governance framework, usage policies and security configuration that protect your data while the team moves fast.
Without SpotDev
AI that doesn't know your business.
Generic models guess at your products, customers and processes. The answers sound plausible and need heavy editing.
With SpotDev
Grounded in your business.
Claude connected to your systems and knowledge base, so its answers are accurate, specific and usable.
Without SpotDev
Prototypes that never ship.
A promising proof of concept stuck on someone's laptop. No path to production, no monitoring, no owner.
With SpotDev
Production-grade delivery.
Built, tested and shipped to production by our in-house Claude engineers, with monitoring and a proper handover. Supported and improved over time.
Swipe to explore
What we deliver
AI implementation is design, engineering, integration, governance and adoption, done properly by engineers who build for production.
Claude for Work Rollout.
Claude for Work deployed across your team with security, SSO and sensible usage policies.
Data Foundations.
Your data made clean, structured and retrievable, so AI has the context it needs.
System Integration.
AI connected to your CRM, data sources and internal tools, able to see context and take action.
AI Governance & Security.
Policies, access controls and compliance documentation that let you adopt AI without losing sleep.
Training, Adoption & Support.
Role-specific training and ongoing support, because tools only pay back when people use them.
How we work
Scroll to explore all four phases
1
Discovery & Use Cases.
We map your systems and pin down the problems worth solving. No generic implementations.
2
Design & Build.
Our engineers design and build the agent or rollout, with the data foundations and controls it needs.
3
Deploy & Train.
We ship to production with monitoring in place and train your team, role by role.
4
Adoption & Optimisation.
We track usage, gather feedback and keep improving the AI as your needs evolve.
What custom AI agents do for teams
Every agent we build is scoped to a real job. These are the patterns we deliver most often.
Sales and revenue agents.
Agents that draft outreach, summarise accounts and surface the right context from your CRM. For example: an agent that briefs your salespeople before every call, pulling history and talking points straight from your CRM.
Customer service agents.
Agents that handle routine enquiries and route the complex ones to a human. For example: a tier-1 support agent that answers from your own documentation, around the clock.
Internal operations agents.
Agents that take on repetitive back-office work. For example: an agent that drafts the reports, lookups and documents your team currently produces by hand.
Your team actually using Claude, not just paying for it
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.
Spaced learning that sticks.
Short, hands-on sessions with practice gaps between them, so Claude skills embed into real work instead of fading after a one-off workshop.
Conscious competence across the team.
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.
Adoption you can prove.
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.
Confident, governed daily use.
People learn what to delegate to Claude, what to check, and where the guardrails sit, so adoption is safe as well as fast.
Begin with an AI and Data Readiness Assessment
Most clients start here, with a fixed-scope diagnostic, before committing to a delivery project.
AI & Data Readiness Assessment
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.
- Fixed scope and fixed price
- A costed, prioritised roadmap of what to build
- Starts at £5,000 with 20% credited to an implementation project
Start with a free scoping call.
Tell us the problem you want AI to solve. A senior engineer will call you back within the hour to talk through the options, give you a ballpark investment and recommend the right starting point. No cost, no obligation, no sales pressure.
300+projects delivered
Implementation expertise that drives adoption
We've delivered 300+ implementations for B2B teams and we specialise in Anthropic's Claude. Technology only delivers value when people use it, so adoption is built into everything we ship.
In-house engineering team.
Agents and integrations designed, tested and shipped by our own engineers. Nothing is subcontracted.
300+ implementations delivered.
Transformation projects shipped for B2B teams across the UK and beyond.
Claude specialists.
We've gone deep on Anthropic's Claude rather than dabbling across every model, so you get engineers who know it inside out.
AI with security in mind
No training on your data
Cyber Essentials Plus
Built on your infrastructure
In-house engineers
Common questions about AI implementation
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.
Fixed-price AI implementation packages
Most clients start with a conversation, not a package. If you would rather see the numbers first, here is how our fixed-price work is structured. Every engagement begins with a scoping call, so you only commit once the scope is agreed.
AI Foundations
£8,000
Get Claude deployed properly and your team actually using it.
- Claude for Work deployment
- SSO and security configuration
- Usage policies and acceptable-use framework
- Knowledge base setup
- Team training (up to 15 users)
- Prompt templates for common use cases
- 30-day post-launch support
Custom Agents
£20,000
A custom Claude agent designed, built and deployed to production, integrated with your systems and governed properly.
- Everything in AI Foundations
- Custom AI agent design and build
- System and data source integration
- Data foundations and retrieval setup
- AI governance framework and policies
- Role-based training programmes
- Monitoring and production handover
- 60-day post-launch support
AI Transformation
£45,000
Multiple Claude agents, an organisation-wide rollout and six months of optimisation support included.
- Everything in Custom Agents
- Multiple custom agents and multi-department rollout
- Advanced workflow and process automation
- Advanced data foundation development
- Executive reporting dashboard
- Change management support
- 6-month optimisation retainer included
- Priority support and quarterly reviews
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
SpotDev is an independent consultancy and is not affiliated with or endorsed by Anthropic.
Claude is a trademark of Anthropic, PBC.