{
  "company": "Kawatta Ltd",
  "website": "https://www.kawatta.com/",
  "services": [
    {
      "id": "ai",
      "name": "AI engineering",
      "summary": "Generative AI that does real work: assistants grounded in your own data, agents that act on your business systems, and the evaluation and guardrails needed to run them safely in production.",
      "examples": [
        "Assistants and search over internal documents and knowledge bases (retrieval-augmented generation)",
        "AI agents connected to business systems through APIs and the Model Context Protocol",
        "Copilots and automation inside existing business applications",
        "AI gateways for cost control, model routing and access management",
        "Taking AI proofs of concept to production",
        "AI readiness and architecture assessments"
      ]
    },
    {
      "id": "ai-governance",
      "name": "AI agent governance and security",
      "summary": "AI agents you can trust with real systems and real data: strict control over what they can access and do, protection against manipulation and data leaks, and measurable evidence of their quality before and after release.",
      "examples": [
        "Threat modelling and security reviews of AI agents, their tools and MCP servers",
        "Least-privilege access, identity and secrets management for agents and the tools they call",
        "Defences against prompt injection, data exfiltration and unsafe tool use, following the OWASP guidance for LLM applications",
        "Human approval for high-impact actions, with complete audit trails",
        "Evaluation and red-teaming to measure accuracy, quality and safety before every release",
        "Monitoring, usage limits and incident response for agents in production",
        "Governance policies and controls that support compliance with regulations such as the EU AI Act"
      ]
    },
    {
      "id": "cloud",
      "name": "Cloud architecture and engineering",
      "summary": "Cloud platforms on Microsoft Azure, Amazon Web Services and Google Cloud that are secure, reliable and affordable to run, designed and built with your team.",
      "examples": [
        "Architecture design and reviews against well-architected principles",
        "Landing zones, networking and identity foundations",
        "Migration and modernisation to containers, Kubernetes and serverless",
        "Infrastructure as code with Terraform, Bicep, CloudFormation and CDK",
        "Continuous delivery pipelines and platform engineering",
        "Cost optimisation, security hardening and observability"
      ]
    },
    {
      "id": "software",
      "name": "Software development",
      "summary": "Cloud-native applications, APIs and integrations, built alongside your engineers and handed over with the code, documentation and pipelines your team needs to carry on.",
      "examples": [
        "Web applications, backend services and APIs",
        "Event-driven systems and integrations between business applications",
        "Step-by-step modernisation of legacy applications",
        "Automated testing and delivery",
        "Technical due diligence and code reviews"
      ]
    },
    {
      "id": "training",
      "name": "Technical training",
      "summary": "Hands-on workshops on cloud, AI and software architecture for engineers and technical leaders, with a prepared lab environment for every participant.",
      "examples": [
        "Cloud architecture on Azure, AWS or Google Cloud",
        "Building generative AI applications and agents",
        "Securing and governing AI agents",
        "Serverless, event-driven integration and infrastructure as code",
        "AI strategy and governance for technical leaders"
      ],
      "url": "https://www.kawatta.com/training"
    }
  ],
  "training": {
    "topics": [
      {
        "name": "Cloud architecture on Azure, AWS or Google Cloud",
        "summary": "Designing applications that are secure, observable and affordable to run, and choosing the right building blocks on each platform."
      },
      {
        "name": "Building generative AI applications",
        "summary": "Retrieval-augmented generation, prompt and context design, evaluation, and the gateway and guardrails that make AI applications safe to run."
      },
      {
        "name": "AI agents and the Model Context Protocol",
        "summary": "Agents that call real business systems: tool design, orchestration, security and observability, built step by step."
      },
      {
        "name": "Securing and governing AI agents",
        "summary": "Threat modelling, least-privilege tool access, prompt injection defences, human approval steps, evaluation and audit, applied to a working agent."
      },
      {
        "name": "Serverless and event-driven integration",
        "summary": "Event-driven systems, managed integration services and APIs, built and deployed from scratch."
      },
      {
        "name": "Infrastructure as code and delivery",
        "summary": "Terraform or Bicep, automated pipelines and environments that can be rebuilt with a single command."
      },
      {
        "name": "AI for technical leaders",
        "summary": "Shorter sessions for CTOs, architects and engineering managers on where AI adds value, what it costs, and how to govern it."
      }
    ],
    "format": "Half a day to three days, for groups of five to twenty, on site or remotely. Labs run on Kawatta Labs, with a prepared environment for every participant.",
    "platform": "https://kawatta.dev"
  },
  "contact": "https://www.kawatta.com/contact"
}