Artificial intelligence represents a structural shift in how organizations think, coordinate, and adapt. For nonprofits, startups, and small businesses, it is now assumed that AI is central to strategic planning, internal coordination, performance management, revenue optimization, and cross-channel execution.
Most disappointing AI outcomes stem from misunderstanding what these tools actually do and how they work. Organizations treat AI like magic, or like Siri, or like Google search—instead of understanding the specific capabilities and limitations. Used poorly, AI just adds noise. Used well, it reorganizes how work actually happens.
Our AI engagements are deliberately situational and outcome-driven. We typically begin with a concrete, high-value use case and scale from there.
Typical engagements
- Change management and policy development
Clarifying where AI participates in decision-making, where human judgment remains explicit, and how accountability and ownership are preserved.
- Cross-platform process design
Designing durable workflows that survive rapid changes in tooling—so your AI capability compounds instead of resets.
- Revenue and growth optimization
Applying AI to relationship management, fundraising, audience segmentation, and cross-channel content systems—dramatically increasing the leverage and efficiency of these functions.
- AI-boosted strategic planning
Embedding AI directly into scenario modeling, prioritization, and execution—paired with governance that prevents abdication of responsibility.
- Platform rollout and orchestration
Training, configuration, and deployment of leading LLM platforms (ChatGPT, Gemini, Anthropic) and AI workflow systems (n8n, Asana, Claude Connect). - Chief AI Officer
Embedded leadership to fill unique and urgent organizational needs and facilitate conversion to new AI-enabled workflows. - Customized training and work sessions
For groups of all kinds, we’re happy to facilitate training and work sessions focused on your specific needs or concerns: ethical use of AI, function-specific deployment, current practices evaluation, etc.