From strategic AI roadmaps to production-ready agents and automations — we turn complex AI into tangible business outcomes.
We audit your operations, identify high-impact AI opportunities, and deliver a prioritised roadmap that aligns with your business goals and technical reality.
Purpose-built AI agents that handle research, customer support, data analysis, and complex multi-step workflows — running autonomously with human-in-the-loop safeguards.
End-to-end automation of repetitive processes — from document processing and email triage to approval chains and reporting — freeing your team for high-value work.
Robust data pipelines that collect, transform, and serve your data to AI models and dashboards — built for reliability, scale, and real-time performance.
Deep expertise across LLMs, vector stores, orchestration frameworks, and cloud infrastructure. We choose the right tool — not the trendy one.
We ship working prototypes fast, validate assumptions early, and iterate based on real-world feedback — not endless planning cycles.
Every engagement has measurable KPIs. We define success metrics upfront and report against them — because good intentions don't move the needle.
We don't disappear after delivery. Continuous monitoring, performance optimisation, and proactive support keep your AI systems running at peak.
We analyse your operations, data landscape, and business goals to identify high-impact AI opportunities and define measurable success criteria.
We design the technical architecture — model selection, data pipelines, integration points, and deployment strategy — tailored to your constraints.
We build, test, and ship in rapid sprints. Working prototypes within weeks, with continuous feedback loops and human-in-the-loop validation.
Post-launch monitoring, performance tuning, cost optimisation, and ongoing iteration to keep your AI systems improving over time.
MEHMET KARCHAL ET is an AI consultancy that bridges the gap between cutting-edge artificial intelligence and real business value. We work with forward-thinking companies to design, build, and deploy AI systems that actually work in production.
Our approach is engineering-first: we don't sell hype. Every recommendation is grounded in technical feasibility, measurable ROI, and long-term maintainability. From LLM-powered agents to data pipeline architecture, we bring the full stack of AI engineering to every engagement.
Founded by Mehmet Karchal, the consultancy draws on deep experience across cloud infrastructure, DevOps, machine learning, and product engineering — ensuring that AI solutions are not just intelligent, but robust, scalable, and production-ready.
We work with startups, scale-ups, and established enterprises across industries — from fintech and e-commerce to healthcare and logistics. If your business handles data and wants to leverage AI for competitive advantage, we can help.
Engagements typically start at €5,000 for a focused AI strategy and roadmap. Custom agent development and integration projects are scoped individually based on complexity, timeline, and ongoing support requirements. We provide transparent, fixed-price quotes after the discovery phase.
We are model-agnostic. Depending on your use case, budget, and data sensitivity, we work with OpenAI, Anthropic, open-source models (Llama, Mistral), and cloud-native ML services (AWS SageMaker, Google Vertex AI). We choose the right tool for the job, not the most hyped one.
Very little. We can work with your existing cloud setup or help you provision the right infrastructure from scratch. Most projects start with a lightweight proof-of-concept that runs on minimal resources, then scale as value is proven.
A strategic roadmap is typically delivered within 2–3 weeks. For custom AI agent or automation projects, expect a working MVP in 4–8 weeks, with iterative improvements after launch. We move fast without cutting corners.
Absolutely. We offer ongoing monitoring, performance optimisation, and support packages tailored to your needs. AI systems improve over time with the right feedback loops, and we stay engaged to ensure continuous value delivery.
Ready to explore what AI can do for your business? Book a free consultation and let's talk strategy.
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