We design and deploy purpose-built AI agents that augment your team's real-world capabilities — bridging human expertise with machine intelligence to deliver measurable outcomes.
Awltux Ltd is a Haddington-based consultancy specialising in the identification, design, and production deployment of AI agent skills. We analyse the real-world skill requirements of organisations across every sector — from manufacturing and healthcare to education and the creative arts — and map them to purpose-built AI agent capabilities.
Unlike generic AI tools, our agents are engineered for specific workflows, integrate into existing systems, and deliver measurable outcomes. Each agent skill is productionised — built to run reliably at scale, with monitoring, security, and observability baked in from day one.
With over 15 years of experience in DevSecOps, infrastructure automation, and secure software delivery across multiple sectors, Awltux brings deep technical expertise to every engagement. We don't just propose ideas — we build working systems that augment your team's capabilities.
From discovery through to production, we provide end-to-end AI agent skill engineering tailored to your organisation's unique challenges.
We analyse your team's real-world skill requirements, identify high-impact augmentation opportunities, and map them to purpose-built AI agent capabilities that integrate with your existing workflows.
Each agent is engineered for your specific context — from data sources and business rules to output formats and system integrations. No off-the-shelf black boxes; every agent is purpose-built.
We deploy agents into production with robust infrastructure — containerised, monitored, logged, and secured. Agents run reliably at scale with observability, alerting, and automated failover.
Every agent ships with measurable KPIs. We track performance, gather feedback, and iteratively improve agent accuracy, speed, and value — ensuring continuous returns on your investment.
Agents are built with security-first architecture — data isolation, access controls, audit logging, and compliance with your organisation's information governance policies and regulatory requirements.
Not sure where AI agents fit? We provide frank, no-obligation strategic advice on where augmentation adds the most value, what's feasible, and what a realistic roadmap looks like for your organisation.
A structured, iterative approach that takes a skill need from concept to production-grade AI agent.
We learn your workflows, pain points, and data environment through workshops and observation. No assumptions — just discovery.
We specify the agent's behaviour, inputs, outputs, and integration points. A clear blueprint agreed before any code is written.
We develop the agent iteratively with continuous testing against real data. You see working prototypes early and often.
Production deployment with monitoring, documentation, and training. We stay alongside your team to ensure adoption and impact.
We have developed AI agent skill proposals across a wide range of industries and disciplines. Click a domain to explore its specific augmentations.
Whether you know exactly what you need or are just curious about what's possible — we'd love to talk. No sales pitch, just honest, practical advice.
Contact Awltux Ltd