Sovereign AI Environment

Self-hosted AI infrastructure deployed entirely inside your cloud or on-prem environment.

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CREATING HOSTED AI SOLUTIONS IN PARTNERSHIP WITH

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Is this for you?

For organisations with strict data requirements or deep automation ambitions, self-hosting your own LLMs and AI agents gives you complete control over privacy, performance, and cost.

We design, deploy, and maintain a production-ready AI environment behind your firewalls inside your cloud or on-prem infrastructure.

Best for regulated, sensitive-data, enterprise or scale-up organisations that need total control, customisation, and the foundation for advanced multi-agent AI systems.

What is a Sovereign AI Environment?

A Sovereign AI Environment is a fully self-hosted AI deployment, running entirely inside your own cloud or on-prem infrastructure.

Unlike the Corporate AI Suite, which is hosted and operated on LiffeyAI infrastructure, a Sovereign AI Environment is owned, deployed, and controlled by your organisation. Models, data, vector stores, orchestration, and execution all live behind your firewall and operate under your security, compliance, and IT governance frameworks.

LiffeyAI designs and implements the environment, but you own and run it.

Why Choose Self-Hosted

Organisations move to a Sovereign AI Environment when AI becomes part of core infrastructure, not a managed service.

Typical drivers include:

  • Strict regulatory or data-residency requirements -Financial services, public sector, healthcare, defence, or critical infrastructure.

  • Sensitive or high-risk data - Customer data, financial records, proprietary algorithms, or operational intelligence.

  • Internal IT and security mandates - AI must conform to existing security architecture, IAM, logging, and change control.

  • Long-term platform ownership - Avoiding dependency on external AI runtimes or changing commercial terms.

At this level, AI is treated like a database, ERP system, or core platform – not a tool.

What You Get

Your organisation needs an enterprise AI platform that delivers:

  • Full sovereignty over models, data, and infrastructure

  • Private LLMs that run inside your cloud or on-prem

  • AI assistants and agents customised to your workflows

  • Complete control over governance, safety, and policies

  • Ability to fine-tune or extend models

  • A private RAG engine with controlled access

  • Future-ready architecture for multi-agent automation

  • Integration with internal systems behind the firewall

  • Predictable cost at high volume

  • Audit, compliance, and observability built-in

How It Works

Our five-step implementation framework, ensures you get the right behind-the-firewall AI for your organisation.

1. Readiness, Compliance & Security Assessment

We work with your IT, security and data teams to define:

  • Compliance and regulatory requirements

  • Data boundaries & classification

  • Access controls & RBAC

  • Network topology

  • Approved models & hosting options

  • Integration inventory

  • Risk management & threat modelling

2. Architecture & Model Strategy Design

We design the full technical stack for your environment:

  • Model selection (Llama 3, Mistral, Mixtral, Phi, fine-tunes, hybrids)

  • GPU/CPU load planning & scaling strategy

  • Containerisation/orchestration (Kubernetes or equivalent)

  • RAG architecture (vector DB selection, ingestion pipelines)

  • Agent design + capability scoping

  • Observability & logging

  • Monitoring, safety, evaluation, and fallback logic

3. Assistant, Agent & Knowledge Engineering

We build the intelligence layer inside your environment:

  • Custom AI assistants

  • AI agents for task execution and multi-step workflows

  • RAG pipelines integrated with internal systems

  • Secure connectors & API interfaces

  • Fine-tuning or LoRA-tuning where appropriate

  • Departmental workflows (Support, Sales, Ops, Finance, HR)

  • Tone-of-voice, policy enforcement and reasoning guardrails

4. Private Deployment In Your Environment

We deploy your full AI stack inside your cloud or on-prem:

  • LLM hosting (GPU clusters or managed inference servers)

  • Vector database and embeddings

  • Safe tool use and agent execution sandbox

  • Access management + authentication

  • Audit logs, observability & alerting

  • Dashboards for usage, cost, and accuracy

  • Internal access interfaces (web, Slack, Teams, CRM, API)

5. Training, Rollout & Change Management

We ensure adoption across the organisation through:

  • Live onboarding sessions

  • Role-specific training

  • Change management planning

  • SOPs, playbooks and usage guidelines

  • Performance monitoring in early rollout

Continuous Optimisation & Multi-Agent Evolution

We continuously improve your AI system:

  • Add new agents

  • Add new multi-step workflows

  • Expand integrations

  • Improve accuracy

  • Tune prompts and behaviours

  • Evaluate and update models

  • Introduce multi-agent orchestration when appropriate

  • Quarterly roadmap reviews

Why LiffeyAI: Proven Expertise You Can Trust

25 Years of Digital Transformation Leadership

At LiffeyAI, our foundation is built on Brendan Hughes’ extensive experience in leading digital transformation and commercial operations across multiple industries. With a 25-year track record spanning sectors like insurance, gaming, retail, e-commerce, SaaS, and B2B, we’ve has helped hundreds of companies scale rapidly by leveraging digital technologies.

Why This Matters for You

  • Cross-Industry Expertise: We understand the nuances of different sectors, ensuring our AI solutions are tailored to your specific business landscape.

  • Real-World Results: Having driven tangible commercial outcomes in organisations from startups to large enterprises, we bring a proven operator’s lens to making AI work for you.

  • From Strategy to Execution: We don’t just advise; we implement. Our hands-on experience means we bridge the gap between high-level strategy and day-to-day operational impact.

Trusted by Leaders Like You

CEOs, CFOs, and Commercial Ops leaders choose us because they trust a partner who’s been in the trenches and delivered results across the board. With LiffeyAI, you’re not just adopting a platform; you’re leveraging decades of expertise in turning technology into commercial success.

Start building your organisation’s intelligence engine, today.

88% of professionals report that using LLMs has improved the quality of their work.Not sure which AI path is right for you? We’ll map it, design it, and build it.

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20 minutes. Fast assessment. Quick start.