I build the maps and systems that make AI usable, trustworthy, and aligned with the realities of leading mission-driven, socially impactful organizations.

Most teams don’t have an AI problem — they have a systems and workflow problem. I care less about shiny tools and more about whether your AI actually supports how your organization thinks, decides, and grows.

I’m building Mōmap, an AI-driven workflow intelligence layer that helps small and midsize, socially impactful organizations:

• Map their real-world workflows
• Identify high-impact AI opportunities (before overspending on tools)
• Design Claude-first, human-centered systems that can scale responsibly

Code and experiments here will often explore: workflow modeling, orchestration patterns, retrieval, and evaluation strategies for AI-in-the-loop systems.

Smart Maps is my weekly napkin-sketch newsletter for non-technical leaders who need AI to make sense:

• One sketch
• One insight
• One step forward

I use Smart Maps to translate the kinds of systems and architectures I prototype here on GitHub into plain language and visuals that executives can actually use.

OmniQ is my ongoing research into how organizations:

• Encode knowledge
• Make decisions
• Adapt under constraints
• Fail or thrive with AI systems

On GitHub, that looks like:

• notebooks on organizational cognition & decision flows
• experiments with “organizational memory” structures
• Claude-first architectures for trustworthy, auditable systems

• Claude-first system architectures for SMEs and impact orgs
• Workflow mapping & simulation for operations, grants, and service delivery
• AI-in-the-loop prototypes (routing, review flows, semi-automated decisions)
• Infrastructure for non-technical teams – patterns that don’t assume a giant eng org
• Early explorations in organizational intelligence and growth infrastructure

I care a lot about:

• making AI legible to leaders
• designing systems that can be safely delegated to
• keeping humans in the loop without burning them out

• AI Systems Architecture (Claude-first)
• Workflow Intelligence & Operational Mapping
• Organizational Intelligence & Decision Systems
• AI Strategy & Implementation for SMEs
• Mission-Driven / Socially Impactful Organizations

• 🟣 Smart Maps – weekly AI clarity in one sketch →
• 🟢 Website / Portfolio → ariabramson.com
• 🟠 LinkedIn → linkedin.com/in/arianaabramson
• ⚪️ Speaking / Collaboration → Send me a note

“Most leaders don’t need more AI. They need systems that understand how they actually work — and help them think ahead.”