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Generative AI Consulting Malta

Generative AI consulting in Malta. Expert guidance on LLM adoption, RAG architecture, prompt engineering strategy, and responsible GenAI implementation.

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/ the solution /

Generative AI Consulting built around your business.

Every solution we deliver is built on three pillars: your data, your context, and continuous improvement. Each capability is traceable and measurable.

  • GenAI Use Case Discovery & Prioritisation

    Structured workshops that identify and prioritise generative AI opportunities across your …

  • LLM Platform Strategy & Model Selection

    Navigate the complex landscape of LLM providers, open-source models, fine-tuning options, …

  • RAG Architecture & Knowledge System Advisory

    Expert guidance on Retrieval-Augmented Generation design including embedding model selecti…

  • GenAI Governance, Safety & Compliance

    Establish governance frameworks for generative AI use including acceptable use policies, c…

/ how it works /

Live in weeks, not months.

We assess your organisation's readiness for generative AI including data assets, technical infrastructure, team skills, and existing AI capabilities. This assessment establishes the foundation for realistic GenAI strategy development.

Facilitated workshops with business and technical stakeholders identify generative AI opportunities across departments. Each use case is documented with expected value, data requirements, risk profile, and implementation complexity.

For prioritised use cases, we develop detailed technical recommendations including model selection, RAG architecture design, integration patterns, and deployment strategies. Recommendations include cost projections and performance expectations.

We design GenAI governance frameworks covering content safety, data privacy, hallucination management, user guidelines, and compliance requirements specific to your industry and the regulatory environment in Malta.

A phased roadmap sequences GenAI initiatives, starting with lower-risk applications that build organisational confidence. We design pilot programmes with clear success criteria and evaluation frameworks.

Optional support during pilot implementation provides technical guidance, performance evaluation, and scaling recommendations. We help your Malta team learn from pilot outcomes and plan enterprise-wide GenAI deployment.

/ what you get /

Everything you need. Nothing you don't.

GenAI Use Case
Discovery & Prioritisation
LLM Platform Strategy
& Model Selection
RAG Architecture &
Knowledge System Advisory
GenAI Governance, Safety
& Compliance
/ built for your situation /

Sounds familiar?

CEO, professional services firm
"I want an independent expert to tell me honestly what AI can do for our business, what's hype, and what we should actually invest in over the next 12 months"

Our consulting engagement starts with a discovery workshop and AI maturity assessment, then delivers a prioritised roadmap with honest ROI projections based on your actual situation.

How Neural AI helps

Our consulting engagement starts with a discovery workshop and AI maturity assessment, then delivers a prioritised roadmap with honest ROI projections based on your actual situation.

/ proof /

Real deployments. Real results.

AI Chatbot

Climate Action AI Chatbot Strategy

Neural AI developed a publicly available chatbot for climate-related funding schemes in Malta, helping citizens and businesses discover and apply for environmental grants and sustainability programmes.

Public engagement transformation

Read case study →
Generative AI & RAG

LigAI Legal Sector GenAI

Neural AI built Ligi.ai, a custom AI legal assistant for Maltese law firms that combines retrieval-augmented generation with deep knowledge of Maltese legislation. The system assists lawyers with document drafting, legal research across case law, and document review, reducing research time by over 70%.

Malta legal AI innovation

Read case study → AI Solution

Reforms Document Summarisation

80% processing time reduction

Read case study →
/ questions /

Generative AI Consulting FAQ

Should we build our own GenAI solutions or use off-the-shelf tools?
The answer depends on your specific use cases, data privacy requirements, and competitive differentiation needs. Our consulting evaluates build-vs-buy for each application, considering factors like data sensitivity, customisation needs, cost, and time-to-market. Many Malta organisations benefit from a hybrid approach using commercial tools for generic tasks and custom solutions for competitive advantage.
How do you address hallucination risk in GenAI consulting?
Hallucination mitigation is central to our consulting approach. We recommend RAG architectures that ground outputs in verified data, design evaluation frameworks that measure hallucination rates, implement guardrails and content filtering, and establish human review processes for high-stakes applications. Each strategy is tailored to your risk tolerance and use case requirements.
What LLM providers do you evaluate in your consulting?
We evaluate all major providers including OpenAI GPT models, Anthropic Claude, Google Gemini, Meta Llama, Mistral, and specialised models for specific domains. We also assess open-source deployment options for organisations with strict data privacy or cost requirements, providing objective comparison across performance, cost, and compliance dimensions.
How do you handle data privacy concerns with GenAI?
Data privacy is addressed at every consulting stage. We evaluate data handling policies of LLM providers, recommend deployment architectures that keep sensitive data within your infrastructure, design data anonymisation strategies for training and inference, and ensure compliance with GDPR requirements relevant to Malta businesses.
Is our organisation ready for generative AI?
Our readiness assessment evaluates five dimensions: data quality and accessibility, technical infrastructure, team skills, organisational culture, and governance maturity. Most Malta organisations have varying readiness levels across these dimensions, and our consulting identifies specific gaps that need addressing before or alongside GenAI implementation.
How quickly can we implement GenAI after consulting?
Well-scoped pilot implementations can begin within four to eight weeks of consulting completion. Our consulting produces implementation-ready specifications that your team or our development team can execute immediately. The roadmap phases initiatives so lower-complexity applications deliver value quickly while more complex ones progress in parallel.
What does GenAI governance look like in practice?
Practical GenAI governance includes acceptable use policies for employees, content review processes for customer-facing outputs, data handling procedures for LLM interactions, model performance monitoring, incident response procedures, and regular governance reviews. We design governance that is proportionate to risk level rather than bureaucratically burdensome.
How do you keep consulting recommendations current given how fast GenAI evolves?
Our consulting reflects the current state of GenAI technology at the time of engagement. We design architectures with abstraction layers that accommodate model upgrades and provider changes. Optional ongoing advisory arrangements provide quarterly updates on GenAI developments relevant to your strategy and Malta business context.
/ get started /

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