Most AI projects fail because they're built around the tool rather than the workflow. Red Mage starts with the process: what's slow, what's repetitive, what breaks when someone's out. Then builds automation that actually fits.
This is custom agents, multi-step workflows, and backend integrations. The kind that runs quietly and frees up the people doing the work.
The fit
Who it's for
Teams doing repetitive work by hand that a system could handle instead. Founders who want to add capacity without adding headcount. Organizations that tried a generic AI tool and hit its ceiling fast.
The scope
What gets built
- Custom AI agents wired into your existing tools
- Multi-step automation workflows
- AI chatbots for client-facing or internal use
- Backend APIs and third-party integrations
- Rapid prototyping and proof-of-concept builds
The stack
Tools & platforms
Claude CodeOpenAIGeminiMistraln8nBuildShipAgent.soChatbaseAnythingSupabase
Impact pricing
Nonprofit rates
Automation is where nonprofits gain the most: more capacity without more headcount. Deferred pricing is available. Bring it up on the call.