Skip to main content
All projects
Agencycase-study

CenturionAI

AI automation for African business

AI automation agency building custom multi-agent systems, RAG pipelines, and intelligent automation for businesses across Africa and beyond.

1 December 20242 min read

Tech stack

CrewAILangSmithAnthropic ClaudeRailwayNext.jsFastAPILangChainPython

The Company

CenturionAI is my AI automation agency — the commercial entity through which I design, build, and deploy agentic AI systems for clients.

The focus is deliberately narrow: production-grade AI systems that automate complex, multi-step business processes. Not chatbots. Not wrappers. Systems with RAG layers, multi-agent coordination, structured outputs, and observable telemetry.

The Market Opportunity

Africa has a specific AI opportunity that most global agencies miss. The continent's businesses often have:

  • High-volume, document-intensive processes (insurance, legal, financial services) where AI automation ROI is immediate
  • Skilled but expensive human operators performing tasks that are highly automatable
  • Limited access to the enterprise AI platforms (Salesforce Einstein, Microsoft Copilot) that dominate elsewhere — creating a gap that custom-built systems fill perfectly

Most "AI agencies" selling to African businesses are delivering prompt-wrapped GPT APIs. CenturionAI delivers architectured systems.

The Proposal Generator

One of CenturionAI's most distinctive features is the live proposal generator embedded in the portfolio itself. A prospect describes their business problem; four specialised CrewAI agents collaborate to:

  1. Analyse the problem and identify applicable AI patterns
  2. Research relevant case studies and solutions
  3. Architect a technical approach
  4. Write a structured BRIDGE-framework proposal

The entire process completes in under 90 seconds and delivers a formatted PDF to the prospect's email. The LangSmith trace is available as a technical proof of multi-agent execution.

This is the pitch: the thing that convinces a business to hire CenturionAI is itself built by CenturionAI's methods.

Tech Stack

The agency deploys on a standard stack:

  • LLMs: Anthropic Claude Sonnet (primary), Haiku (fast, cheap tasks)
  • Orchestration: CrewAI for multi-agent workflows
  • RAG: LangChain + ChromaDB for all retrieval
  • Observability: LangSmith for tracing and cost tracking
  • Infrastructure: Railway (Python backends), Vercel (Next.js frontends)
  • Languages: Python (AI/API), TypeScript (frontend)

Services

  • Custom multi-agent AI systems
  • RAG pipeline design and implementation
  • AI automation consulting and scoping
  • Portfolio AI (alter ego + proposal generator)
  • AI integration into existing business systems

Working With Me

The engagement model is simple: discovery call → scoped proposal → build → deploy → handover with documentation. Most projects are 4–8 weeks. I work with a small number of clients at a time to maintain quality.