Lexian

Lexian

April 2025 – Present lexian.ai

What is Lexian?

Lexian is an AI-powered SaaS platform designed to support consultants and knowledge professionals through intelligent workflow automation and a personalised digital workspace. It brings together the capabilities of large language models with a deep focus on privacy, domain-specificity, and contextual awareness.

The core idea: knowledge professionals spend a large portion of their time on repetitive, high-cognitive-load tasks such as drafting documents, synthesising information, preparing meetings, and tracking decisions. Lexian automates and augments those tasks in a way that feels like having a knowledgeable assistant who understands your context, your clients, and your way of working.

Private-first architecture

Lexian is built on private LLM infrastructure. This is not a wrapper around a commercial API; it is a purpose-built AI backend that keeps all data within a controlled environment. For consultants and professionals who handle sensitive client information, this is not a feature, it’s a requirement.

The architecture ensures:

  • No client data is sent to third-party model providers
  • Full audit logging and access control
  • Compliance with GDPR and sector-specific data requirements
  • The ability to fine-tune and customise the model on proprietary knowledge

Technology

  • LLM orchestration: LangChain and LangFlow for reasoning pipelines, tool use, document retrieval, and multi-step task execution
  • Private deployment: Self-hosted or private-cloud model serving, with support for quantised open-weight models
  • Personalised workspace: Each user builds a persistent context layer of their projects, clients, preferences, and knowledge base, which the AI draws from in every interaction
  • Workflow automation: n8n-based automation layer for connecting Lexian to existing tools (CRM, calendar, document management, email)
  • Domain customisation: Organisations can configure Lexian with their own terminology, templates, and process knowledge

My role

I am co-founder of Lexian. I co-designed the product vision and technical architecture, and I am involved in product strategy, technology decisions, and go-to-market. Lexian is currently in active development.