Enterprise AI Engineering Services
We design, build and ship production AI systems. Embedded engineering, platform delivery and architecture advisory, with senior engineers on every engagement.
Embedded AI Engineering
Senior engineers work inside your team to move AI projects from design to production. Hands-on delivery, not advisory slides.
Key deliverables
- Claude and LLM integrations
- Agent systems and multi-agent orchestration
- MCP server implementation
- Workflow orchestration and automation
- Enterprise API integration
- Technical leadership and hands-on delivery
Who it's for
Engineering teams that need senior AI delivery capacity without the overhead of hiring or onboarding a large agency.
AI Platform Delivery
Architecture and implementation for organisations building internal AI capabilities. From agent runtime design to production hardening and handover.
Key deliverables
- Agent runtime architecture
- Tool and data access design
- Auth, permissions and governance
- AWS deployment patterns
- Observability, tracing and monitoring
- Production hardening and handover
Who it's for
Platform and infrastructure teams building foundational AI capabilities for internal product and data teams.
AI Architecture Advisory
Senior technical guidance for organisations that need clarity before or during delivery. Architecture reviews, rescue work and decision support.
Key deliverables
- Architecture reviews and design feedback
- AI readiness assessment
- Implementation rescue and recovery
- Roadmap and prioritisation
- Vendor and platform evaluation
- Risk and governance review
Who it's for
CTOs, engineering directors and programme leads who need independent senior input before committing to a build, or who need to change direction mid-project.