AI Opportunity Mapping
Analyze current workflows and identify where AI can create the highest ROI.
AI Strategy & Implementation
AI-Native Systems
for Service Businesses
Context Arcana helps coaches, consultants, creators, and service businesses redesign operations around AI — from strategy and workflow automation to agentic systems and implementation.
Founded by Michael Galbraith Purvis — AI Solution Architect with 15+ years of enterprise systems engineering experience.
Where AI Creates Leverage
Workflow Automation
Automate lead intake, client onboarding, follow-up, content pipelines, reporting, and internal operations.
Agentic Systems
Design AI assistants and multi-step workflows that reason, route, draft, summarize, and support business processes.
AI-Native Business Design
Help founders design new offers, products, and services that are built around AI from the beginning.
From AI Confusion to Operational Clarity
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Assess
Map your business, bottlenecks, tools, and opportunities.
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Design
Create a practical AI workflow architecture matched to your business model.
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Build
Implement automations, AI assistants, integrations, and internal systems.
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Refine
Measure results, improve reliability, and make the system easier to use.
Built from Real Systems, Not Theory
Agentic Tarot was developed as an AI-native digital business proof of concept: personalized AI-generated readings, automated commerce, AI-assisted content workflows, and scalable digital delivery. Context Arcana applies the same systems thinking to client businesses — practical architecture, clean workflows, and implementation that holds up under real use.
Engineering Depth Meets
Human-Centered Strategy
Context Arcana is led by Michael Galbraith Purvis, an AI Solution Architect and software engineer with 15+ years of enterprise systems engineering experience. The work focuses on practical implementation: identifying where AI actually improves operations, then building reliable systems around those opportunities.
- AI strategy and workflow architecture
- Agentic systems and automation design
- Full-stack implementation experience
- Experience building AI-native digital products
- Human-centered approach for service-based businesses
Ready to Find the Highest‑ROI AI Opportunities in Your Business?
Start with a focused strategy conversation. We'll map your current workflows, identify automation opportunities, and define what should be built first.