AI Systems Engineering

We build the infrastructure that makes your company autonomous.

CRCT engineers AI-native workflows, deploys autonomous agents, and integrates large language models into your existing operations — so your team stops doing work machines should handle.


01

Workflow Automation Architecture

End-to-end process mapping and automation design. We identify every manual touchpoint in your operation and replace it with deterministic, AI-driven pipelines that run without intervention.

02

LLM Integration & Orchestration

Production-grade integration of foundation models into your stack. API orchestration, prompt engineering, retrieval-augmented generation (RAG), fine-tuning strategy, and model routing for cost-optimal inference.

03

Autonomous Agent Deployment

Design, build, and deploy AI agents that execute multi-step tasks across your tools. Task queues, memory systems, tool-use chains, and human-in-the-loop escalation protocols — all production-hardened.

04

AI Operations Audit

Full-spectrum assessment of your current stack, team workflows, and automation readiness. Delivered as a prioritised implementation roadmap with ROI projections and build-vs-buy analysis for every component.


01

Audit

Map your current workflows, identify automation surface area, and quantify the cost of manual processes.

02

Architect

Design the target-state system: which models, what orchestration, where agents replace humans, and where they augment them.

03

Deploy

Build, test, and ship production systems. We hand over running infrastructure, not slide decks.


We're model-agnostic and infrastructure-flexible. Current production stack includes:

Claude / Anthropic API OpenAI LangChain MCP Servers Supabase Vercel Playwright n8n Make Zapier Python TypeScript RAG Pipelines Vector DBs Sentry

CRCT is a specialised AI consultancy that engineers automated workflows and deploys intelligent systems for companies at any stage of their AI adoption.

We don't sell strategy alone. Every engagement produces working infrastructure — autonomous agents, integrated LLM pipelines, and self-running processes that reduce operational overhead from day one.

Focus
AI Systems · Workflow Automation · Agent Architecture

Base
Cyprus