The difference between a tool that saves time and a system that creates capability.
The problem. The AMDR Foundation needed a continuous view of grant opportunities across dozens of funder databases — work that consumed roughly ten hours of manual searching every week and still missed deadlines.
The build. A Retrieval-Augmented Generation (RAG) pipeline in n8n with autonomous agents that discover, evaluate, and rank funding opportunities against the foundation's eligibility profile, then deliver a scored weekly digest with application deadlines.
The outcome. The system runs autonomously 24/7 and has surfaced more than 100 qualified opportunities, reducing weekly discovery labor from ten hours to a fifteen-minute review.
The problem. General aviation pilots assemble preflight briefings from fragmented sources — weather, airport data, notices — under time pressure, where a missed detail carries real risk.
The build. A 34-node orchestration combining Vapi voice interaction, ElevenLabs speech synthesis, and n8n agents that retrieve, synthesize, and speak a structured briefing in response to natural voice queries.
I help founders, teams, and organizations move beyond simple task automation to intelligent, multi-agent systems that reason, evaluate, and act on their behalf. As an n8n Ambassador for Atlanta and Jamaica, and founder of AMDR Automate AI, an Official Partner in the Claude Partner Network, I design and deploy coordinated architectures where AI models, data pipelines, and business tools work together autonomously to produce measurable outcomes. My approach is deliberately multi-platform: I select the right combination of tools for each client rather than forcing every problem through a single vendor. From a 34-node voice-activated aviation concierge to an autonomous grant-discovery system that has run live for months, my portfolio spans voice AI, financial automation, legal technology, social impact, and full-stack products. AMDR Automate AI exists to bridge the gap between AI hype and real business value. No buzzwords, just systems that create capability.
