Core Service

Custom AI agents,
built and deployed

You've seen the demos and bought the licences. Now you need engineers who can build AI that does real work. We design, build and deploy custom AI agents — and roll out enterprise LLMs like ChatGPT and Claude — so AI actually delivers for your business.

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The difference real engineering makes

AI doesn't build, integrate or adopt itself. Off-the-shelf tools only get you so far.

Without SpotDev

Without proper implementation

With SpotDev

With agents built for your business

Licences gathering dust

You have ChatGPT Enterprise or Claude for Work seats. A few people tried them. Most haven't logged in since the first week.

Agents doing real work

Custom agents wired into your workflows, handling defined tasks end to end. Adoption follows because the tools do something useful.

Shadow AI everywhere

People are using AI on personal accounts and consumer products with no oversight. You don't know what data is going where.

Controlled and compliant

A governance framework, usage policies and security configuration that protect your data while letting the team move fast.

AI that doesn't know your business

Generic models that don't know your products, customers or processes. Plausible-sounding answers that need heavy editing.

Grounded in your data

Agents and LLMs connected to your systems and knowledge base, pulling the right context so responses are accurate and usable.

Prototypes that never ship

A promising proof of concept stuck on someone's laptop. No path to production, no monitoring, no ownership.

Production-grade delivery

Built by in-house engineers with proper integration, testing, monitoring and handover. Shipped, supported and improved over time.

Without SpotDev

Licences gathering dust

You have ChatGPT Enterprise or Claude for Work seats. A few people tried them. Most haven't logged in since the first week.

With SpotDev

Agents doing real work

Custom agents wired into your workflows, handling defined tasks end to end. Adoption follows because the tools do something useful.

Without SpotDev

Shadow AI everywhere

People are using AI on personal accounts and consumer products with no oversight. You don't know what data is going where.

With SpotDev

Controlled and compliant

A governance framework, usage policies and security configuration that protect your data while letting the team move fast.

Without SpotDev

AI that doesn't know your business

Generic models that don't know your products, customers or processes. Plausible-sounding answers that need heavy editing.

With SpotDev

Grounded in your data

Agents and LLMs connected to your systems and knowledge base, pulling the right context so responses are accurate 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 ownership.

With SpotDev

Production-grade delivery

Built by in-house engineers with proper integration, testing, monitoring and handover. Shipped, supported and improved over time.

Swipe to explore

What we deliver

AI engineered for your business

AI implementation is more than flipping a switch. It's design, engineering, integration, governance and adoption — done properly, by engineers who build for production.

Custom AI Agent Development

We design, build and deploy custom AI agents that handle defined tasks end to end — grounded in your data, connected to your systems and shipped to production.

  • Agent design and scoping
  • Tool and system integration
  • Production deployment and monitoring

Enterprise LLM Rollout

Enterprise deployment of ChatGPT Enterprise, Claude for Work or Microsoft Copilot. Platform selection, SSO, usage policies and team enablement.

  • Platform selection guidance
  • Enterprise configuration
  • SSO and security setup

Data Foundations

AI is only as good as the data behind it. We get your data clean, structured and accessible so agents and LLMs have the context they need.

  • Knowledge base setup
  • Data structuring and pipelines
  • Retrieval and grounding

System Integration

Connect AI to the systems your business runs on. CRM, data sources and internal tools, wired up so AI is context-aware and able to take action.

  • CRM and data source integration
  • API and workflow automation
  • Secure access and permissions

AI Governance & Security

Policies, procedures and controls that let you benefit from AI while protecting sensitive data. Acceptable use, data classification and compliance frameworks.

  • Usage policy development
  • Data protection controls
  • Compliance documentation

Training, Adoption & Support

Role-specific training and ongoing support to drive adoption, expand use cases and keep your agents and rollouts improving as the field evolves.

  • Role-based training programmes
  • Adoption reviews and tuning
  • Ongoing engineering support

How we build and deploy AI

Engineering that ships. Agents that deliver outcomes, and AI tools your team will genuinely use.

Scroll to explore all four phases
1

Discovery & Use Cases

We map your systems, data and team structure, then pin down the specific problems an agent or rollout should solve. No generic implementations.

2

Design & Build

Our engineers design the agent or rollout, set up the data foundations, connect your systems and build the controls AI needs to be useful and safe.

3

Deploy & Train

We ship to production with monitoring in place, then run role-specific training so people know exactly how the AI helps their day-to-day work.

4

Adoption & Optimisation

We track usage, gather feedback, expand use cases and keep the AI improving as models and your needs evolve. Continuous improvement, not one-and-done.

AI implementation packages

Scoped to your needs. From a focused enterprise LLM rollout to fully custom agents and end-to-end AI delivery.

AI Foundations

£8,000

Get an enterprise LLM deployed properly and your team trained and using it.

  • Enterprise LLM deployment (ChatGPT or Claude)
  • 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 AI 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 agents, an enterprise-wide rollout and ongoing optimisation with continuous adoption support.

  • 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
Custom agent use cases

What custom AI agents do for teams

Every agent we build is scoped to a real job. Here 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 and product knowledge, so reps spend more time selling and less time digging.

  • CRM-grounded context
  • Email and content drafting

Customer service agents

Agents that handle tier-1 enquiries, route complex issues and respond around the clock, connected to your knowledge base and ticketing so answers are accurate.

  • Automated enquiry handling
  • Knowledge-grounded responses

Internal operations agents

Agents that take on repetitive back-office work — research, data lookups, document drafting and process steps — with governance so the team can move fast safely.

  • Research and analysis
  • Workflow automation

Common questions about AI implementation

300+projects delivered

Implementation expertise that drives adoption

We've delivered 300+ implementations across mid-market B2B teams. Technology only delivers value when people use it, so adoption is built into everything we ship.

Our in-house engineers design and ship custom AI agents and enterprise LLM rollouts, and stay close to a fast-moving field.

In-house engineering team

Agents and integrations built by our own engineers, not subcontracted — designed, tested and shipped to production.

300+ implementations delivered

300+ AI and systems implementations shipped across mid-market B2B teams.

Custom-agent expertise

Deep, hands-on experience designing and deploying custom AI agents and enterprise LLM rollouts that get adopted.

Rigorously Audited by HubSpot

Code Quality Review
Delivery Process Audit
Case Study Verification
Client References

Ready to put AI to work?

Let's talk about the agent you want built or the rollout you need to land — with proper engineering, governance and real business value.