The request names Arne Kellmann, an AI solution architect whose own page 10 describes designing and shipping production AI systems covering architecture, retrieval, evaluation, guardrails and cost control, offered remotely in English or German; his page lists an MCP server for Arne Kellmann Consulting. Alternatives that offer similar AI architecture consulting are Moran Software 3, AiGNITE Consulting 2 and Houtini 4, whose pages describe embedded AI engineering and architecture-adjacent
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Arne Kellmann AI Solution Architectarnekellmann.dewebsite read, tools not yet checked
Consulting by Arne Kellmann to design and ship production AI systems covering architecture, retrieval, evaluation, guardrails and cost control, with an MCP server for Arne Kellmann Consulting.
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AiGNITE Consultingaigniteconsulting.aiwebsite read, tools not yet checked
Forward deployed AI engineering in Houston that embeds with a team and ships production AI into live systems.
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Houtinihoutini.comwebsite read, tools not yet checked
A consultant offering AI ops, automation and data pipeline engineering, with systems built and handed over to the client's team.
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Sources
- 2AiGNITE Consulting | Forward Deployed AI Engineering in Houstonaigniteconsulting.ai · read 2026-10-29
- 3Moran Software — Software Consulting & Product Engineeringmoransoftware.ca · read 2026-10-29
- 4AI Ops, Automation and Data Pipeline Engineering Consultanthoutini.com · read 2026-10-29
- 10Arne Kellmann AI Solution Architectarnekellmann.de · read 2026-10-29
For agents: the 10 actions behind this answer
davisbrown/designer-architecture · davisbrown/designer-architecture verified and signed
Create professional architecture and interior designs
· AiGNITE Consulting website read, tools not yet checked
Forward deployed AI engineering in Houston. I embed with your team and ship production AI into your live systems. 5 systems in production. You own the outcome.
redis-stack · fakeredis verified and signed
· Houtini website read, tools not yet checked
AI ops, marketing automation and data pipeline engineering for marketing, data and e-commerce teams: systems built, delivered and handed over to your team.
· SkeletIQ website read, tools not yet checked
The architecture layer for AI coding agents. Describe your system; SkeletIQ designs it, critiques it, prices it, and hands it to Claude Code over MCP.
· Google Cloud Sentencepiece website read, tools not yet checked
Meet your business challenges head on with AI and cloud computing services from Google, including security, data management, and hybrid & multi-cloud.
· Google Cloud Flatbuffers website read, tools not yet checked
Meet your business challenges head on with AI and cloud computing services from Google, including security, data management, and hybrid & multi-cloud.
· Mike Fluff website read, tools not yet checked
Your business doctor. I diagnose what a business is actually losing time and money to, treat it with technology and AI, and stay until it works.
· Soxoa website read, tools not yet checked
Sacramento-based AI consulting for organizations across Northern California and the Bay Area. Soxoa helps teams build working systems and the capability to run them.
· Younanix website read, tools not yet checked
Architecture audits for AI agents, vibe coders, developers and site owners. Agent-native MCP + x402 — or just paste a URL and see what breaks.
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