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About

Specialist. Focused. Battle-tested. agenticonsult designs and builds the agentic AI systems it recommends — and operates them in production.

Danny Scherer

Danny Scherer

Founder & General AI Strategist — agenticonsult

agenticonsult is a specialist boutique — deliberately small, deeply focused. Founded and led by Danny Scherer, agenticonsult combines technical depth with strategic advisory: designing and building the systems it recommends — and using them in daily operations.

The infrastructure behind agenticonsult — a productive multi-agent system with 20+ specialised agents, hybrid RAG, persistent memory, and MCP-based tool integration — is not merely an internal tool. It is the working proof of the architectures and principles recommended to clients.

Get in touch directly: danny.scherer@agenticonsult.de

What agenticonsult delivers

Three focus areas — each with the same delivery principle: precise artefacts, no vendor lock-in, ready to use immediately.

Agentic AI & Infrastructure

Design and delivery of multi-agent systems: orchestration architecture, agent definitions, MCP tool integration, evaluation frameworks, and complete, operation-ready agent infrastructure.

Context Engineering & Memory

Architecture of the five context layers and persistent memory systems — from hybrid RAG pipelines with knowledge graphs to production-ready retrieval architectures for reliable AI.

AI Strategy & Compliance

Individual AI strategy concepts, use-case prioritisation, and EU AI Act readiness mapping — tailored to your situation and delivered as a structured, immediately actionable artefact.

Deliverable as: Strategy Blueprint · Implementation Plan · Agent Definitions & Protocols · Complete Agent Infrastructure

Technical Expertise

Context EngineeringAgentic System DesignMulti-Agent OrchestrationMemory ArchitectureHybrid RAG & Knowledge GraphsVector DatabasesModel Context Protocol (MCP)Agent Evaluation & ObservabilityEU AI Act Compliance MappingAI-Strategie & AdvisoryLangGraphNeo4jPythonNext.js / TypeScriptFastAPI

How it works

Clearly structured — from the first question to the finished artefact.

01

Understand & Contextualize

Every collaboration begins with an honest understanding of your situation: infrastructure, data, goals, constraints, open questions. No assumptions, no generic onboarding checklists.

02

Analyse & Design

Drawing on your context and agenticonsult's current production experience, the technical or strategic solution takes shape — as an architecture blueprint, implementation plan, protocol set, or complete infrastructure.

03

Deliver & Hand Over

The result belongs to you: fully documented, without vendor lock-in, ready to use immediately. No dependency in operation — you or your team deploy it, agenticonsult delivers the intellectual and technical foundation.

Get in touch directly

Describe your project or question — via contact form or directly by email. No red tape, no unnecessary process.