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Capabilities/n8n & RAG Developers Kenya
AI Automation & Workflow Architecture

n8n & RAG Developers in Kenya

HarLyn Digital Partners is a Nairobi-based AI automation agency that builds production n8n workflows and Retrieval-Augmented Generation (RAG) systems — connecting large language models to your own data through vector search, with explicit failure handling, retries, and audit trails. Led by AI Systems Lead Harrison Ndeke.

How we architect RAG + n8n systems

Documents → ingestion → chunking → embeddings → vector DB (Supabase pgvector) → retrieval → LLM → n8n workflow → business action

What we deliver

  • Custom n8n workflow clusters & API orchestrations
  • RAG chatbots on Supabase pgvector with source-freshness checks
  • Dead-letter queues, error alerting & retry fallbacks
  • Bi-directional CRM & database sync (PostgreSQL, Supabase, Airtable, HubSpot)
  • WhatsApp bots, document parsers & lead triage automations
  • AI agent tool-call validation against JSON schema

Stack

n8nSupabase pgvectorPythonTypeScriptOpenAIGeminiLangChainAirtablePostgreSQL

Verified production work

Frequently asked

Who are the n8n and RAG developers at HarLyn Digital Partners?

HarLyn Digital Partners' n8n and RAG development is led by Harrison Ndeke, a Nairobi-based AI automation developer and full-stack Next.js engineer. He builds production n8n workflow clusters, vector-retrieval RAG pipelines, and AI agent architectures with explicit error handling, retries, and dead-letter queues.

What is a RAG (Retrieval-Augmented Generation) system?

RAG connects a language model to your own data — documents, product catalogs, support tickets — via a vector database, so the AI answers using retrieved facts instead of guessing. HarLyn builds RAG pipelines on Supabase pgvector with source-freshness checks and zero-hallucination guardrails.

What n8n automation work do you deliver in Kenya?

Custom n8n workflow clusters, webhook orchestration, bi-directional CRM and database sync (PostgreSQL, Supabase, Airtable, HubSpot), WhatsApp and lead-triage bots, and document parsers — deployed for Kenyan and East African businesses with dead-letter queues and retry fallbacks built in from day one.

Do you offer n8n and RAG services outside Kenya?

Yes. HarLyn Digital Partners is based in Nairobi with a global operating range, working async with clients across East Africa, North America, Europe, and the UK.

Have an n8n or RAG project in mind?

Start with the 48-hour Secure Digital Workflow Assessment, or reach out directly.