AI automation and MCP set-up for internal workflows
AI automations built around the team’s real workflow, connected with MCP.
- CLIENT
- YesYoga
- INDUSTRY
- Wellness & education
- PATH
- SJK-101 · Operations
HOW WE KNOW+
Reported by the client after launch. We haven’t measured it independently.HOW WE KNOW+
Reported by the client after launch. We haven’t measured it independently.HOW WE KNOW+
Reported by the client after launch. We haven’t measured it independently.HOW WE KNOW+
Reported by the client after launch. We haven’t measured it independently.● MEASURED: FROM SYSTEM LOGS○ CLIENT-REPORTED: THEIR NUMBERS◌ ESTIMATE: OUR PROJECTION, METHOD SHOWN
What wasn’t working.
Repetitive admin and communication work took up team time every week. Information was spread across tools, and staff gathered context, prepared responses, updated records and checked tasks by hand.
Flight restrictions.
What we did, one working step at a time.
We mapped the repetitive workflows, then designed AI-assisted task flows around them, using MCP to connect the tools and give the automation the right context and permissions to work safely.
The paper trail they kept.
Routine workflows finished faster with fewer manual steps, and staff spent more time on higher-value work while keeping control over important decisions.
The automation was built around how we actually work, which made a big difference. It removed a lot of repetitive admin without making the process feel robotic or disconnected from the team.
Similar flights
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STARTS WITH A 2-WEEK FLIGHT CHECK · €7,5003 FOUNDING PLACES AT €5,000