Enterprise AI Engineering

Embedded AI engineering
for enterprise delivery

Killawot helps organisations design, build and ship production AI systems, from agent architecture and MCP integrations to enterprise APIs, observability and handover.

What we do

Services

Embedded AI Engineering

Senior engineers embedded with your team to move AI projects from design to production. Hands-on delivery, not advisory slides.

AI Platform Delivery

Architecture and implementation for teams building internal AI capabilities, including agent runtimes, observability, governance and AWS deployment.

AI Architecture Advisory

Senior technical guidance for organisations that need clarity before or during delivery. Architecture reviews, rescue work and decision support.

Why teams choose Killawot

Built for real enterprise complexity

We bring senior engineering depth to AI delivery, not prototypes, but production systems designed for real organisational constraints.

Production APIs and enterprise integration platforms
AWS cloud infrastructure and event-driven systems
Identity, access control and governance
Observability, tracing and monitoring
Human-in-the-loop workflows
Handover documentation and team enablement

We work with modern AI ecosystems including Claude, MCP, AWS and enterprise integration platforms. Killawot is working toward formal accreditation in the Anthropic ecosystem.

Engineering for global organisations

Collinson Group
BBC iPlayer
The Times

Ready to ship production AI?

Whether you need embedded engineers, platform architecture, or a senior technical review, we help you move from design to delivery with confidence.

Book a technical discovery call