AI agent development services from concept to production
End-to-end AI agent development: custom builds, multi-agent orchestration, integration with your stack, and ongoing optimisation.
Services
Everything you need to go from idea to deployed agents
Custom Agent Development
CorePurpose-built AI agents designed around your specific workflows. Not templates — custom architectures with the right models, tools, and guardrails for your use case.
- Workflow analysis and agent design
- Custom prompt engineering
- Tool and API integration
- Testing and validation suite
- Production deployment
Multi-Agent Systems
AdvancedCoordinated teams of specialised agents that collaborate on complex tasks. Orchestration, shared memory, and inter-agent communication designed for reliability.
- Agent team architecture
- Orchestration layer design
- Shared context and memory
- Inter-agent protocols
- Conflict resolution logic
Integration & Deployment
EssentialConnect agents to your existing stack. CRMs, databases, APIs, messaging platforms — agents work within your ecosystem, not beside it.
- API and webhook integration
- Database connections
- Authentication and security
- Monitoring and alerting
- CI/CD pipeline setup
Maintenance & Iteration
OngoingAgents improve over time. Performance monitoring, prompt optimisation, model updates, and new capabilities as your needs evolve.
- Performance monitoring
- Prompt and model optimisation
- New capability development
- Cost optimisation
- Regular reviews and reporting
Pricing
Clear pricing, no surprises
Sprint
$2-5K
Focused single-agent build
1-2 weeks
Full Build
$5-15K
Multi-agent system
2-4 weeks
Ongoing
$2-5K/mo
Maintenance & iteration
Monthly
Related Pages
Compare options before you commit
Use these pages to validate fit, pricing, and delivery expectations.
FAQ
Frequently asked questions
What AI agent development services do you offer?
We offer custom agent development, multi-agent system design, tool and API integration, agent maintenance and iteration, and consulting on agent strategy. Every engagement is tailored to your specific business needs.
What technologies do you use for AI agent development?
We work across the modern AI stack: OpenAI, Anthropic Claude, open-source models, LangChain, custom orchestration frameworks, vector databases, and whatever integration layer your systems require. Technology choices are driven by your requirements, not vendor lock-in.
Can you integrate AI agents with our existing systems?
Yes. Integration is a core service. We connect agents to your CRM, databases, APIs, messaging platforms, and internal tools. Agents work within your existing stack, not alongside it.
Do you offer ongoing maintenance for AI agents?
Yes. Agents need iteration as your business evolves and AI capabilities improve. Our ongoing plans include performance monitoring, prompt optimisation, model updates, and new capability development.
What is the difference between a chatbot and an AI agent?
Chatbots respond to messages. AI agents take autonomous action — they can research, analyse, create, coordinate with other agents, use tools, and complete multi-step tasks with minimal human intervention. Learn more in our guide to AI agents.
How do you ensure AI agent quality and safety?
Every agent includes guardrails: output validation, human-in-the-loop checkpoints for critical decisions, comprehensive logging, error handling, and rollback capabilities. We test extensively before production deployment.
Learn more in the process guide or send your requirements via contact.